Computer Science | UCD Research.

Books

Assoc Professor Chris Bleakley
Bleakley C (2020) Poems That Solve Puzzles The History and Science of Algorithms. : Oxford University Press, USA
Dr Nhien An Le Khac
Le Khac NA; Choo K-KR (2020) Cyber and Digital Forensic Investigations: A Law Enforcement Practitioner's Perspective. Switzerland: Springer International Publishing
Dr Liliana Pasquale
Madhavji N; Pasquale L (2020) Preface.

Dr Oisin Boydell
Le Q; Miralles-Pechuán L; Kulkarni S; Su J; Boydell O (2020) 'An Overview of Deep Learning in Industry' In: Data Analytics and AI. Auerbach Publications. , pp.65-98
Dr Abey Campbell
Campbell AG; Holz T; Cosgrove J; Harlick M; O’Sullivan T (2020) 'Uses of virtual reality for communication in financial services: A case study on comparing different telepresence interfaces: Virtual reality compared to video conferencing' In: Lecture Notes in Networks and Systems., pp.463-481
Dr Anca Delia Jurcut
Borhani M; Liyanage M; Sodhro AH; Kumar P; Jurcut AD; Gurtov A (2020) 'Secure and Resilient Communications in the Industrial Internet' In: Computer Communications and Networks. Springer International Publishing. , pp.219-242
Boyton C; Le-Khac N-A; Choo K-KR; Jurcut A (2020) 'Forensic Investigation of Ransomware Activities—Part 2' In: Cyber and Digital Forensic Investigations., pp.79-108
Boyton C; Le-Khac N-A; Choo K-KR; Jurcut A (2020) 'Forensic Investigation of Ransomware Activities—Part 2' In: Studies in Big Data. Springer International Publishing. , pp.79-108
Professor Mohand Tahar Kechadi
Tselios DC; Savvas IK; Kechadi M-T (2020) 'Phased Method for Solving Multi-Objective MPM Job Shop Scheduling Problem' In: Deep Learning and Neural Networks. IGI Global. , pp.1480-1499
Wallace D; Kechadi T (2020) 'Prediction of frequent out-of-hours’ medical use' , pp.631-646
Dr Hamidreza Khaleghzadeh
Khaleghzadeh H; Fahad M; Manumachu RR; Lastovetsky A (2020) 'Optimization of Data-Parallel Applications on Heterogeneous HPC Platforms for Dynamic Energy Through Workload Distribution' , pp.320-332
Assoc Professor Alexey Lastovetsky
Khaleghzadeh H; Fahad M; Manumachu RR; Lastovetsky A (2020) 'Optimization of Data-Parallel Applications on Heterogeneous HPC Platforms for Dynamic Energy Through Workload Distribution' , pp.320-332
Dr Aonghus Lawlor
Feely C; Caulfield B; Lawlor A; Smyth B (2020) 'Using Case-Based Reasoning to Predict Marathon Performance and Recommend Tailored Training Plans' , pp.67-81
Dr Nhien An Le Khac
Boyton C; Le-Khac N-A; Choo K-KR; Jurcut A (2020) 'Forensic Investigation of Ransomware Activities—Part 2' In: Studies in Big Data. Springer International Publishing. , pp.79-108
Gomm R; Brooks R; Choo K-KR; Le-Khac N-A; Hew KW (2020) 'CCTV Forensics in the Big Data Era: Challenges and Approaches' In: Studies in Big Data. Springer International Publishing. , pp.109-139
Hilgenberg A; Duong TQ; Le-Khac N-A; Choo K-KR (2020) 'Digital Forensic Investigation of Internet of Thing Devices: A Proposed Model and Case Studies' In: Studies in Big Data. Springer International Publishing. , pp.31-49
Kinder A; Choo K-KR; Le-Khac N-A (2020) 'Towards an Automated Process to Categorise Tor’s Hidden Services' In: Studies in Big Data. Springer International Publishing. , pp.221-246
O’Sullivan W; Choo K-KR; Le-Khac N-A (2020) 'Defending IoT Devices from Malware' In: Studies in Big Data. Springer International Publishing. , pp.5-29
Redmond N; Tran L-N; Choo K-KR; Le-Khac N-A (2020) 'Long Term Evolution Network Security and Real-Time Data Extraction' In: Studies in Big Data. Springer International Publishing. , pp.201-220
Schlepphorst S; Choo K-KR; Le-Khac N-A (2020) 'Digital Forensic Approaches for Cloud Service Models: A Survey' In: Studies in Big Data. Springer International Publishing. , pp.175-199
Standare L; Hayes D; Le-Khac N-A; Choo K-KR (2020) 'Forensic Investigation of PayPal Accounts' In: Studies in Big Data. Springer International Publishing. , pp.141-174
Thantilage R; Le-Khac NA (2020) 'Retrieving e-dating application artifacts from iphone backups' , pp.215-230
van Veldhuizen CL; Liyanage M; Choo K-KR; Le-Khac N-A (2020) 'The Bitcoin-Network Protocol from a Forensic Perspective' In: Studies in Big Data. Springer International Publishing. , pp.247-275
Young C; McArdle R; Le-Khac N-A; Choo K-KR (2020) 'Forensic Investigation of Ransomware Activities—Part 1' In: Studies in Big Data. Springer International Publishing. , pp.51-77
Dr Madhusanka Liyanage
Borhani M; Liyanage M; Sodhro AH; Kumar P; Jurcut AD; Gurtov A (2020) 'Secure and Resilient Communications in the Industrial Internet' In: Computer Communications and Networks. Springer International Publishing. , pp.219-242
Kalla A; Porambage P; Liyanage M (2020) 'Introduction to IoT' In: IoT Security: Advances in Authentication.Uk: Wiley. , pp.3-26
Kumar P; Liyanage M (2020) 'Efficient and Anonymous Mutual Authentication Protocol in Multi-Access Edge Computing (MEC) Environments' In: IoT Security: Advances in Authentication.UK: Wiley. , pp.121-132
Kumar T; Liyanage M; Ahmad I; Braeken A; Ylianttila M (2019) 'User Privacy, Identity, and Trust in 5 G' Wiley. , pp.1-13
Liyanage M (2019) 'Regulatory Impact on 5G Security and Privacy' In: Wiley 5G Ref: The Essential 5G reference Online.Usa: Wiley.
Liyanage M; Ahmad I; Okwuibe J; Oca EM; MAI HL; Perez OL; Itzazelaia MU (2019) 'Software Defined Security Monitoring in 5G Networks' Wiley. , pp.1-13
Liyanage M; Braeken A; Yliantiila M (2020) 'Gadget Free Authentication' In: IoT Security: Advances in Authentication.UK: Wiley. , pp.143-157
Mas-Machuca C; Musumeci F; Vizarreta P; Pezaros D; Jouët S; Tornatore M; Hmaity A; Liyanage M; Gurtov A; Braeken A (2020) 'Reliable Control and Data Planes for Softwarized Networks' In: Computer Communications and Networks. Springer International Publishing. , pp.243-270
Porambage P; Liyanage M (2020) 'Security in Network Slicing' Wiley. , pp.1-12
van Veldhuizen CL; Liyanage M; Choo K-KR; Le-Khac N-A (2020) 'The Bitcoin-Network Protocol from a Forensic Perspective' In: Studies in Big Data. Springer International Publishing. , pp.247-275
Assoc Professor Brian Mac Namee
Miralles-Pechuán L; Bellucci M; Qureshi MA; Namee BM (2020) 'ZeChipC: Time Series Interpolation Method Based on Lebesgue Sampling' , pp.182-196
Dr Ravi Manumachu
Khaleghzadeh H; Fahad M; Manumachu RR; Lastovetsky A (2020) 'Optimization of Data-Parallel Applications on Heterogeneous HPC Platforms for Dynamic Energy Through Workload Distribution' , pp.320-332
Schwardmann U; Boehme C; B. Heras D; Cardellini V; Jeannot E; Salis A; Schifanella C; Manumachu RR; Schwamborn D; Ricci L (2020) 'Correction to: Euro-Par 2019: Parallel Processing Workshops' In: Euro-Par 2019: Parallel Processing Workshops. Springer International Publishing. , pp.C1-C1
Dr Gavin McArdle
Kitchin R; Coletta C; McArdle G (2020) 'Governmentality and urban control' In: The Routledge Companion to Smart Cities. Routledge. , pp.109-122
Dr Takfarinas Saber
Saber T; Brevet D; Botterweck G; Ventresque A (2020) 'MILPIBEA: Algorithm for Multi-objective Features Selection in (Evolving) Software Product Lines' , pp.164-179
Professor Barry Smyth
Feely C; Caulfield B; Lawlor A; Smyth B (2020) 'Using Case-Based Reasoning to Predict Marathon Performance and Recommend Tailored Training Plans' , pp.67-81
Dr Anthony Ventresque
Saber T; Brevet D; Botterweck G; Ventresque A (2020) 'MILPIBEA: Algorithm for Multi-objective Features Selection in (Evolving) Software Product Lines' , pp.164-179

Assoc Professor Fred Cummins
Daly A; Cummins F; Jardine J; Moran D (Ed.). (2020) Perception and the Inhuman Gaze Perspectives from Philosophy, Phenomenology, and the Sciences. London: Routledge
Professor Gregory O'Hare
(Ed.). (2020) Wireless Mobile Communication and Healthcare. Springer International Publishing.

Dr Deepak Ajwani
Gurukar S; Ajwani D; Dutta S; Lauri J; Parthasarathy S; Sala A (2020) 'Towards Quantifying the Distance between Opinions'.
Tziavelis N; Ajwani D; Gatterbauer W; Riedewald M; Riedewald M (2020) 'Optimal algorithms for ranked enumeration of answers to full conjunctive queries'. Proceedings of the VLDB Endowment 13 (9) :1582-1597.
Dr Alcardo Barakabitze
Barakabitze AA; Ahmad A; Mijumbi R; Hines A (2020) '5G network slicing using SDN and NFV: A survey of taxonomy, architectures and future challenges'. Computer Networks 167
Barakabitze AA; Barman N; Ahmad A; Zadtootaghaj S; Sun L; Martini MG; Atzori L (2020) 'QoE management of multimedia streaming services in future networks: A tutorial and survey'. IEEE Communications Surveys and Tutorials 22 (1) :526-565.
Dr Helard Becerra
Martinez HB; Hines A; Farias MCQ (2020) 'UnB-AV: An Audio-Visual Database for Multimedia Quality Research'. IEEE Access 8 :56641-56649.
Assoc Professor Michela Bertolotto
Bertolotto M; McArdle G; Schoen-Phelan B (2020) 'Volunteered and crowdsourced geographic information: The openstreetmap project'. Journal of Spatial Information Science 20 :65-70.
Di Rocco L; Dassereto F; Bertolotto M; Buscaldi D; Catania B; Guerrini G (2020) 'Sherloc: a knowledge-driven algorithm for geolocating microblog messages at sub-city level'. International Journal of Geographical Information Science
Iddianozie C; Bertolotto M; McArdle G (2020) 'Exploring Budgeted Learning for Data-Driven Semantic Inference via Urban Functions'. IEEE Access 8 :32258-32269.
Moomen AW; Bertolotto M; Lacroix P; Jensen D (2019) 'Inadequate adaptation of geospatial information for sustainable mining towards agenda 2030 sustainable development goals'. Journal of Cleaner Production 238
Moomen AW; Jensen D; Lacroix P; Bertolotto M (2019) 'Assessing the policy adoption and impact of geoinformation for enhancing sustainable mining in Africa'. Journal of Cleaner Production 241
Vo AV; Laefer DF; Trifkovic M; Hewage CNL; Bertolotto M; Le-Khac NA; Ofterdinger U (2020) 'A highly scalable data management system for point cloud and full waveform lidar data'. International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives 43 (B4) :507-512.
Assoc Professor Chris Bleakley
Rasti S; Bleakley CJ; Silvestre GCM; Holden NM; Langton D; O’Hare GMP (2020) 'Crop growth stage estimation prior to canopy closure using deep learning algorithms'. Neural Computing and Applications
Dr Abey Campbell
Hardie P; Darley A; Carroll L; Redmond C; Campbell A; Jarvis S (2020) 'Nursing & Midwifery students' experience of immersive virtual reality storytelling: An evaluative study'. BMC Nursing 19 (1)
Iqbal MZ; Campbell A (2020) 'The emerging need for touchless interaction technologies'. Interactions 27 (4) :51-52.
O'Grady MJ; Evans B; Eigbogba S; Muldoon C; Campbell AG; Brewer PA; O'Hare GMP (2019) 'Supporting participative pre-flood risk reduction in a UNESCO biosphere'. Journal of Flood Risk Management 12
Dr Simon Caton
Bierig R; Caton S (2019) 'Special issue on de-personalisation, diversification, filter bubbles and search'. Information Retrieval Journal 22 (5) :419-421.
Dr Long Cheng
Wang Y; Li H; Cheng L; Li X (2019) 'A QoS-QoR Aware CNN Accelerator Design Approach'. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems 38 (11) :1995-2007.
Assoc Professor Rem Collier
Byrne CA; O'Grady M; Collier R; O'Hare GMP (2020) 'An Evaluation of Graphical Formats for the Summary of Activities of Daily Living (ADLs).'. Healthcare (Basel, Switzerland) 8 (3)
Lawlor F; Collier R; Nallur V (2020) 'Towards a programmable framework for agent game playing'. ALA 2018 - Adaptive Learning Agents - Workshop at the Federated AI Meeting 2018
Assoc Professor David Coyle
McCashin D; Coyle D; O'Reilly G (2019) 'Qualitative synthesis of young people’s experiences with technology-assisted cognitive behavioral therapy: Systematic review'. Journal of Medical Internet Research 21 (11)
Pretorius C; Chambers D; Coyle D (2019) 'Young people’s online help-seeking and mental health difficulties: Systematic narrative review'. Journal of Medical Internet Research 21 (11)
Assoc Professor Fred Cummins
Cummins F (2020) 'The Territory Between Speech and Song'. Music Perception 37 (4) :347-358.
Cummins F (2020) 'Zoom Out Camera! The Reflexive Character of an Enactive Account'. Frontiers in Psychology 11
Professor Pádraig Cunningham
Mahato V; Obeidi MA; Brabazon D; Cunningham P (2020) 'Detecting voids in 3D printing using melt pool time series data'. Journal of Intelligent Manufacturing
Dr Soumyabrata Dev
AlSkaif T; Dev S; Visser L; Hossari M; van Sark W (2020) 'A systematic analysis of meteorological variables for PV output power estimation'. Renewable Energy 153 :12-22.
Dev S; Nautiyal A; Lee YH; Winkler S (2019) 'CloudSegNet: A Deep Network for Nychthemeron Cloud Image Segmentation'. IEEE Geoscience and Remote Sensing Letters 16 (12) :1814-1818.
Dev S; Pitie F; Javidnia H; Hossari M; Nicholson M; McCabe K; Nautiyal A; Conran C; Tang J; Xu W (2019) 'Identifying Candidate Spaces for Advert Implantation'. Proceedings of IEEE 7th International Conference on Computer Science and Network Technology, ICCSNT 2019 :503-507.
Dev S; Savoy FM; Hui Lee Y; Winkler S (2019) 'Estimating solar irradiance using sky imagers'. Atmospheric Measurement Techniques 12 (10) :5417-5429.
Fathima TA; Nedumpozhimana V; Lee YH; Winkler S; Dev S (2019) 'A chaotic approach on solar irradiance forecasting'. 2019 Photonics and Electromagnetics Research Symposium - Fall, PIERS - Fall 2019 - Proceedings :2724-2728.
Fathima TA; Nedumpozhimana V; Lee YH; Winkler S; Dev S (2019) 'Predicting solar irradiance in Singapore'. 2019 Photonics and Electromagnetics Research Symposium - Fall, PIERS - Fall 2019 - Proceedings :3164-3167.
Leveque L; Dev S; Hossari M; Lee YH; Winkler S (2019) 'Subjective quality assessment of ground-based camera images'. 2019 Photonics and Electromagnetics Research Symposium - Fall, PIERS - Fall 2019 - Proceedings :3168-3174.
Manandhar S; Dev S; Lee YH; Meng YS; Winkler S (2019) 'A Data-Driven Approach for Accurate Rainfall Prediction'. IEEE Transactions on Geoscience and Remote Sensing 57 (11) :9323-9330.
Dr Ruihai Dong
He J; Zhang C; He X; Dong R (2020) 'Visual Recognition of traffic police gestures with convolutional pose machine and handcrafted features'. Neurocomputing 390 :248-259.
Liu L; Hou Y; He J; Lungu J; Dong R (2020) 'An energy-efficient fall detection method based on FD-DNN for elderly people'. Sensors (Switzerland) 20 (15) :1-16.
Mr Anthony Faustine
Faustine A; Pereira L (2020) 'Improved appliance classification in non-intrusive load monitoring usingweighted recurrence graph and convolutional neural networks'. Energies 13 (13)
Faustine A; Pereira L (2020) 'Multi-label learning for appliance recognition in NILM using fryze-current decomposition and convolutional neural network'. Energies 13 (6)
Dr Gary Gillespie
Gillespie GD; Gowen AA; Finnan JM; Carroll JP; Farrelly DJ; McDonnell KP (2019) 'The use of near-infrared spectroscopy for the prediction of gaseous and particulate emissions from agricultural feedstock pellets'. Energy and Fuels 33 (9) :8794-8803.
Dr Fatemeh Golpayegani
Malekjafarian A; Golpayegani F; Moloney C; Clarke S (2019) 'A machine learning approach to bridge-damage detection using responses measured on a passing vehicle'. Sensors (Switzerland) 19 (18)
Dr Derek Greene
Alghamdi E; Greene D (2019) 'Active semi-supervised overlapping community finding with pairwise constraints'. Applied Network Science 4 (1)
Cross JP; Greene D (2020) 'Talk is not cheap: Policy agendas, information processing, and the unusually proportional nature of European Central Bank communications policy responses'. Governance 33 (2) :425-444.
Dr Alzubair Hassan
Elhabob R; Zhao Y; Hassan A; Xiong H (2020) 'PKE-ET-HS: Public Key Encryption with Equality Test for Heterogeneous Systems in IoT'. Wireless Personal Communications 113 (1) :313-335.
Eltayieb N; Elhabob R; Hassan A; Li F (2019) 'An efficient attribute-based online/offline searchable encryption and its application in cloud-based reliable smart grid'. Journal of Systems Architecture 98 :165-172.
Eltayieb N; Elhabob R; Hassan A; Li F (2020) 'A blockchain-based attribute-based signcryption scheme to secure data sharing in the cloud'. Journal of Systems Architecture 102 :101653-101653.
Eltayieb N; Elhabob R; Hassan A; Li F (2020) 'Secure mobile health system supporting search function and decryption verification'. Journal of Ambient Intelligence and Humanized Computing
Hamza R; Hassan A; Huang T; Ke L; Yan H (2019) 'An Efficient Cryptosystem for Video Surveillance in the Internet of Things Environment'. Complexity 2019 :1-11.
Husain O; Salim N; Alias RA; Abdelsalam S; Hassan A (2019) 'Expert Finding Systems: A Systematic Review'. Applied Sciences 9 (20) :4250-4250.
Li P; Li S; Yan H; Ke L; Huang T; Hassan A (2020) 'A Group Identification Protocol with Leakage Resilience of Secret Sharing Scheme'. Complexity 2020 :1-13.
Dr Andrew Hines
Barakabitze AA; Ahmad A; Mijumbi R; Hines A (2020) '5G network slicing using SDN and NFV: A survey of taxonomy, architectures and future challenges'. Computer Networks 167
García B; Gortázar F; Gallego M; Hines A (2020) 'Assessment of QoE for video and audio in webrtc applications using full-reference models'. Electronics (Switzerland) 9 (3)
Jahromi HZ; Bartolec I; Gamboa E; Hines A; Schatz R (2020) 'You Drive Me Crazy! Interactive QoE Assessment for Telepresence Robot Control'. 2020 12th International Conference on Quality of Multimedia Experience, QoMEX 2020
Jahromi HZ; Delaney DT; Hines A (2020) 'Beyond First Impressions: Estimating Quality of Experience for Interactive Web Applications'. IEEE Access 8 :47741-47755.
Jahromi HZ; Delaney DT; Hines A (2020) 'How crisp is the crease? A subjective study on web browsing perception of above-the-fold'. Proceedings of the 2020 IEEE Conference on Network Softwarization: Bridging the Gap Between AI and Network Softwarization, NetSoft 2020 :43-50.
Martinez HB; Hines A; Farias MCQ (2020) 'UnB-AV: An Audio-Visual Database for Multimedia Quality Research'. IEEE Access 8 :56641-56649.
Narbutt M; Skoglund J; Allen A; Chinen M; Barry D; Hines A (2020) 'AMBIQUAL: Towards a quality metric for headphone rendered compressed ambisonic spatial audio'. Applied Sciences (Switzerland) 10 (9)
Ragano A; Benetos E; Hines A (2020) 'Audio Impairment Recognition using a Correlation-Based Feature Representation'. 2020 12th International Conference on Quality of Multimedia Experience, QoMEX 2020
Assoc Professor Georgiana Ifrim
Darabi H; Ifrim G; Schafer P; Silva DF (2019) 'Guest editorial for special issue on time series classification'. IEEE/CAA Journal of Automatica Sinica 6 (6) :1291-1292.
Gsponer S; Costabello L; Van CL; Pai S; Gueret C; Ifrim G; Lecue F (2019) 'Background Knowledge Injection for Interpretable Sequence Classification'.
Dr Wissam Jassim
Jassim WA; Harte N (2020) 'Estimation of a priori signal-to-noise ratio using neurograms for speech enhancement'. Journal of the Acoustical Society of America 147 (6) :3830-3848.
Jassim WA; Zilany MS (2019) 'NSQM: A non-intrusive assessment of speech quality using normalized energies of the neurogram'. Computer Speech and Language 58 :260-279.
Dr Rosemary Josekutty Thomas
Thomas RJ; Masthoff J; Oren N (2019) 'Can I Influence You? Development of a Scale to Measure Perceived Persuasiveness and Two Studies Showing the Use of the Scale'. Frontiers in Artificial Intelligence 2
Dr Anca Delia Jurcut
Elsayed MS; Le-Khac N-A; Jurcut AD (2020) 'InSDN: A Novel SDN Intrusion Dataset'. IEEE Access 8 :165263-165284.
Jurcut A; Coffey T; Dojen R (2019) 'A Novel Security Protocol Attack Detection Logic with Unique Fault Discovery Capability for Freshness Attacks and Interleaving Session Attacks'. IEEE Transactions on Dependable and Secure Computing 16 (6) :969-983.
Jurcut A; Niculcea T; Ranaweera P; Le-Khac N-A (2020) 'Security Considerations for Internet of Things: A Survey'. SN Computer Science 1 (4)
Kumar T; Braeken A; Jurcut AD; Liyanage M; Ylianttila M (2020) 'AGE: authentication in gadget-free healthcare environments'. Information Technology and Management 21 (2) :95-114.
Ranaweera PS; Liyanage M; Jurcut AD (2020) 'Novel MEC based Approaches for Smart Hospitals to Combat COVID-19 Pandemic'. IEEE Consumer Electronics Magazine
Professor Mark Keane
Keane MT; Smyth B (2020) 'Good Counterfactuals and Where to Find Them: A Case-Based Technique for Generating Counterfactuals for Explainable AI (XAI)'. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 12311 LNAI :163-178.
Professor Mohand Tahar Kechadi
Belcastro L; Kechadi MT; Marozzo F; Pastore L; Talia D; Trunfio P (2020) 'Parallel extraction of Regions-of-Interest from social media data'. Concurrency Computation
Bendechache M; Tari AK; Kechadi MT (2019) 'Parallel and distributed clustering framework for big spatial data mining'. International Journal of Parallel, Emergent and Distributed Systems 34 (6) :671-689.
Browne S; Kechadi MT; O'Donnell S; Dow M; Tully L; Doyle G; O'Malley G (2020) 'Mobile health apps in pediatric obesity treatment: Process outcomes from a feasibility study of a multicomponent intervention'. JMIR mHealth and uHealth 8 (7)
Kessira D; Kechadi MT (2020) 'Multi-objective clustering Algorithm with parallel games'. Proceedings of 2020 International Multi-Conference on: Organization of Knowledge and Advanced Technologies, OCTA 2020
Ngo VM; Le-Khac NA; Kechadi MT (2020) 'Data Warehouse and Decision Support on Integrated Crop Big Data'. International Journal of Business Process Integration and Management
Rafii F; Kechadi T (2019) 'Collection of historical weather data: Issues with missing values'. ACM International Conference Proceeding Series
Dr Hamidreza Khaleghzadeh
Khaleghzadeh H; Manumachu RR; Lastovetsky A (2020) 'A Hierarchical Data-Partitioning Algorithm for Performance Optimization of Data-Parallel Applications on Heterogeneous Multi-Accelerator NUMA Nodes'. IEEE Access 8 :7861-7876.
Assoc Professor Alexey Lastovetsky
Fahad M; Shahid A; Manumachu RR; Lastovetsky A (2020) 'A novel statistical learning-based methodology for measuring the goodness of energy profiles of applications executing on multicore computing platforms'. Energies 13 (15)
Fahad M; Shahid A; Manumachu RR; Lastovetsky A (2020) 'Accurate Energy Modelling of Hybrid Parallel Applications on Modern Heterogeneous Computing Platforms Using System-Level Measurements'. IEEE Access 8 :93793-93829.
Khaleghzadeh H; Manumachu RR; Lastovetsky A (2020) 'A Hierarchical Data-Partitioning Algorithm for Performance Optimization of Data-Parallel Applications on Heterogeneous Multi-Accelerator NUMA Nodes'. IEEE Access 8 :7861-7876.
Khokhriakov S; Manumachu RR; Lastovetsky A (2020) 'Multicore processor computing is not energy proportional: An opportunity for bi-objective optimization for energy and performance'. Applied Energy 268
Lastovetsky AL; Reddy Manumachu R (2020) 'The 27th International Heterogeneity in Computing Workshop and the 16th International Workshop on Algorithms, Models and Tools for Parallel Computing on Heterogeneous Platforms'. Concurrency Computation 32 (15)
Rico-Gallego JA; Moreno-Álvarez S; Díaz-Martín JC; Lastovetsky AL (2020) 'A tool to assess the communication cost of parallel kernels on heterogeneous platforms'. Journal of Supercomputing 76 (6) :4629-4644.
Shahid A; Fahad M; Manumachu RR; Lastovetsky A (2020) 'A Comparative Study of Techniques for Energy Predictive Modeling Using Performance Monitoring Counters on Modern Multicore CPUs'. IEEE Access 8 :143306-143332.
Dr Aonghus Lawlor
Doherty C; Keogh A; Davenport J; Lawlor A; Smyth B; Caulfield B (2020) 'An evaluation of the training determinants of marathon performance: A meta-analysis with meta-regression'. Journal of Science and Medicine in Sport 23 (2) :182-188.
Dr Quan Le
Torrisi M; Pollastri G; Le Q (2020) 'Deep learning methods in protein structure prediction'. Computational and Structural Biotechnology Journal 18 :1301-1310.
Dr Nhien An Le Khac
Anda F; Le-Khac N-A; Scanlon M (2020) 'DeepUAge: Improving Underage Age Estimation Accuracy to Aid CSEM Investigation'. Forensic Science International: Digital Investigation 32 :300921-300921.
Elsayed MS; Le-Khac N-A; Jurcut AD (2020) 'InSDN: A Novel SDN Intrusion Dataset'. IEEE Access 8 :165263-165284.
Jurcut A; Niculcea T; Ranaweera P; Le-Khac N-A (2020) 'Security Considerations for Internet of Things: A Survey'. SN Computer Science 1 (4)
Koerhuis W; Kechadi T; Le-Khac N-A (2020) 'Forensic analysis of privacy-oriented cryptocurrencies'. Forensic Science International: Digital Investigation 33 :200891-200891.
Le-Khac NA; Jacobs D; Nijhoff J; Bertens K; Choo KKR (2020) 'Smart vehicle forensics: Challenges and case study'. Future Generation Computer Systems 109 :500-510.
Ngo MV; Le Khac N; Kechadi T (2020) 'Data Warehouse and Decision Support on Integrated Crop Big Data'. International Journal of Business Process Integration and Management
Ngo VM; Le-Khac NA; Kechadi MT (2020) 'Data Warehouse and Decision Support on Integrated Crop Big Data'. International Journal of Business Process Integration and Management
Sayakkara A; Le-Khac N-A; Scanlon M (2020) 'EMvidence: A Framework for Digital Evidence Acquisition from IoT Devices through Electromagnetic Side-Channel Analysis'. Forensic Science International: Digital Investigation 32 :300907-300907.
Sayakkara A; Miralles-Pechuán L; Le-Khac N-A; Scanlon M (2020) 'Cutting Through the Emissions: Feature Selection from Electromagnetic Side-Channel Data for Activity Detection'. Forensic Science International: Digital Investigation 32 :300927-300927.
Dr Madhusanka Liyanage
Gaba GS; Kumar G; Monga H; Kim TH; Liyanage M; Kumar P (2020) 'Robust and Lightweight Key Exchange (LKE) Protocol for Industry 4.0'. IEEE Access 8 :132808-132824.
Kalla A; Hewa T; Mishra RA; Ylianttila M; Liyanage M (2020) 'The Role of Blockchain to Fight against COVID-19'. IEEE Engineering Management Review 48 (3) :85-96.
Khan R; Kumar P; Jayakody DNK; Liyanage M (2020) 'A Survey on Security and Privacy of 5G Technologies: Potential Solutions, Recent Advancements, and Future Directions'. IEEE Communications Surveys and Tutorials 22 (1) :196-248.
Kumar T; Braeken A; Jurcut AD; Liyanage M; Ylianttila M (2020) 'AGE: authentication in gadget-free healthcare environments'. Information Technology and Management 21 (2) :95-114.
Kumar T; Harjula E; Ejaz M; Manzoor A; Porambage P; Ahmad I; Liyanage M; Braeken A; Ylianttila M (2020) 'BlockEdge: Blockchain-Edge Framework for Industrial IoT Networks'. IEEE Access 8 :154166-154185.
Ranaweera PS; Liyanage M; Jurcut AD (2020) 'Novel MEC based Approaches for Smart Hospitals to Combat COVID-19 Pandemic'. IEEE Consumer Electronics Magazine
Siriwardhana Y; De Alwis C; Gur G; Ylianttila M; Liyanage M (2020) 'The Fight against the COVID-19 Pandemic with 5G Technologies'. IEEE Engineering Management Review 48 (3) :72-84.
Siriwardhana Y; Porambage P; Ylianttila M; Liyanage M (2020) 'Performance Analysis of Local 5G Operator Architectures for Industrial Internet'. IEEE Internet of Things Journal :1-1.
Assoc Professor Brian Mac Namee
Hunter E; Namee BM; Kelleher JD (2020) 'A Model for the Spread of Infectious Diseases in a Region.'. International journal of environmental research and public health 17 (9)
Professor Eleni Mangina
(2020) 'Anatomical Society Winter Meeting. Anatomies in the Virtual Realm, 17-19 December 2018.'. Journal of anatomy 236 (1) :180-202.
Ali U; Shamsi MH; Bohacek M; Hoare C; Purcell K; Mangina E; O'Donnell J (2020) 'A data-driven approach to optimize urban scale energy retrofit decisions for residential buildings'. Applied Energy 267
Ali U; Shamsi MH; Hoare C; Mangina E; O'Donnell J (2019) 'A data-driven approach for multi-scale building archetypes development'. Energy and Buildings 202
Mangina E; Narasimhan PK; Saffari M; Vlachos I (2020) 'Data analytics for sustainable global supply chains'. Journal of Cleaner Production 255
Scaradozzi D; Cesaretti L; Screpanti L; Mangina E (2020) 'Identification of the Students Learning Process During Education Robotics Activities'. Frontiers in Robotics and AI 7
Dr Ravi Manumachu
Fahad M; Shahid A; Manumachu RR; Lastovetsky A (2020) 'A Novel Statistical Learning-Based Methodology for Measuring the Goodness of Energy Profiles of Applications Executing on Multicore Computing Platforms'. Energies 13 (15) :3944-3944.
Fahad M; Shahid A; Manumachu RR; Lastovetsky A (2020) 'A novel statistical learning-based methodology for measuring the goodness of energy profiles of applications executing on multicore computing platforms'. Energies 13 (15)
Fahad M; Shahid A; Manumachu RR; Lastovetsky A (2020) 'Accurate Energy Modelling of Hybrid Parallel Applications on Modern Heterogeneous Computing Platforms Using System-Level Measurements'. IEEE Access 8 :93793-93829.
Khaleghzadeh H; Manumachu RR; Lastovetsky A (2020) 'A Hierarchical Data-Partitioning Algorithm for Performance Optimization of Data-Parallel Applications on Heterogeneous Multi-Accelerator NUMA Nodes'. IEEE Access 8 :7861-7876.
Khokhriakov S; Manumachu RR; Lastovetsky A (2020) 'Multicore processor computing is not energy proportional: An opportunity for bi-objective optimization for energy and performance'. Applied Energy 268
Lastovetsky AL; Reddy Manumachu R (2020) 'The 27th International Heterogeneity in Computing Workshop and the 16th International Workshop on Algorithms, Models and Tools for Parallel Computing on Heterogeneous Platforms'. Concurrency Computation 32 (15)
Shahid A; Fahad M; Manumachu RR; Lastovetsky A (2020) 'A Comparative Study of Techniques for Energy Predictive Modeling Using Performance Monitoring Counters on Modern Multicore CPUs'. IEEE Access 8 :143306-143332.
Professor Joao Marques-Silva
Alviano M; Dodaro C; Marques-Silva J; Ricca F (2020) 'Optimum stable model search: Algorithms and implementation'. Journal of Logic and Computation 30 (4) :863-897.
Cruz-Filipe L; Marques-Silva J; Schneider-Kamp P (2019) 'Formally Verifying the Solution to the Boolean Pythagorean Triples Problem'. Journal of Automated Reasoning 63 (3) :695-722.
Dr Claudia Mazo Vargas
Mazo C; Barron S; Mooney C; Gallagher WM (2019) 'Multi-gene prognostic signatures and prediction of pathological complete response of ER-Positive HER2-negative breast cancer patients to neo-adjuvant chemotherapy'. Annals of Oncology 30 :v86-v86.
Mazo C; Barron S; Mooney C; Gallagher WM (2020) 'Multi-gene prognostic signatures and prediction of pathological complete response to neoadjuvant chemotherapy in er-positive, her2-negative breast cancer patients'. Cancers 12 (5)
Mazo C; Kearns C; Mooney C; Gallagher WM (2020) 'Clinical decision support systems in breast cancer: A systematic review'. Cancers 12 (2)
Dr Gavin McArdle
Bertolotto M; McArdle G; Schoen-Phelan B (2020) 'Volunteered and crowdsourced geographic information: The openstreetmap project'. Journal of Spatial Information Science 20 :65-70.
Iddianozie C; Bertolotto M; McArdle G (2020) 'Exploring Budgeted Learning for Data-Driven Semantic Inference via Urban Functions'. IEEE Access 8 :32258-32269.
Rabiei-Dastjerdi H; McArdle G; Matthews SA; Keenan P (2020) 'Gap analysis in decision support systems for real-estate in the era of the digital earth'. International Journal of Digital Earth
Dr Luis Miralles
Martínez-Velasco A; Martínez-Villaseñor L; Miralles-Pechuán L; Perez-Ortiz AC; Zenteno JC; Estrada-Mena FJ (2019) 'The relevance of cataract as a risk factor for age-related macular degeneration: A machine learning approach'. Applied Sciences (Switzerland) 9 (24)
Dr Catherine Mooney
Antoniadi AM; Galvin M; Heverin M; Hardiman O; Mooney C (2020) 'Prediction of caregiver burden in amyotrophic lateral sclerosis: A machine learning approach using random forests applied to a cohort study'. BMJ Open 10 (2)
Batool A; Hill TDM; Nguyen NT; Langa E; Diviney M; Mooney C; Brennan GP; Connolly NMC; Sanz-Rodriguez A; Cavanagh BL (2020) 'Altered Biogenesis and MicroRNA Content of Hippocampal Exosomes Following Experimental Status Epilepticus'. Frontiers in Neuroscience 13
Kaleel M; Torrisi M; Mooney C; Pollastri G (2019) 'PaleAle 5.0: prediction of protein relative solvent accessibility by deep learning'. Amino Acids 51 (9) :1289-1296.
Kaleel M; Zheng Y; Chen J; Feng X; Simpson JC; Pollastri G; Mooney C (2020) 'SCLpred-EMS: Subcellular localization prediction of endomembrane system and secretory pathway proteins by Deep N-to-1 Convolutional Neural Networks'. Bioinformatics 36 (11) :3343-3349.
Mazo C; Barron S; Mooney C; Gallagher WM (2019) 'Multi-gene prognostic signatures and prediction of pathological complete response of ER-Positive HER2-negative breast cancer patients to neo-adjuvant chemotherapy'. Annals of Oncology 30 :v86-v86.
Mazo C; Barron S; Mooney C; Gallagher WM (2020) 'Multi-gene prognostic signatures and prediction of pathological complete response to neoadjuvant chemotherapy in er-positive, her2-negative breast cancer patients'. Cancers 12 (5)
Mazo C; Kearns C; Mooney C; Gallagher WM (2020) 'Clinical decision support systems in breast cancer: A systematic review'. Cancers 12 (2)
Mooney C; McKiernan PJ; Raoof R; Henshall DC; Linnane B; McNally P; Glasgow AMA; Greene CM (2020) 'Plasma microRNA levels in male and female children with cystic fibrosis'. Scientific Reports 10 (1)
O'Brien KT; Mooney C; Lopez C; Pollastri G; Shields DC (2020) 'Prediction of polyproline II secondary structure propensity in proteins'. Royal Society Open Science 7 (1)
Professor John Murphy
Ciritoglu HE; Murphy J; Thorpe C (2019) 'HaRD: a heterogeneity-aware replica deletion for HDFS'. Journal of Big Data 6 (1)
Hava A; Ghamri-Doudane Y; Murphy J; Muntean GM (2019) 'A load balancing solution for improving video quality in loaded wireless network conditions'. IEEE Transactions on Broadcasting 65 (4) :742-754.
Zemouri S; Djahel S; Murphy J (2019) 'An Altruistic Prediction-Based Congestion Control for Strict Beaconing Requirements in Urban VANETs'. IEEE Transactions on Systems, Man, and Cybernetics: Systems 49 (12) :2582-2597.
Professor Liam Murphy
Pujol A; Murphy L; Thorpe C (2020) 'FedORAM: A Federated Oblivious RAM Scheme'. IEEE Access 8 :187687-187699.
Saber T; Gandibleux X; O’Neill M; Murphy L; Ventresque A (2020) 'A comparative study of multi-objective machine reassignment algorithms for data centres'. Journal of Heuristics 26 (1) :119-150.
Thorpe C; Tobin J; Murphy L (2020) 'An ISO/IEC 7816-4 Application Layer Approach to Mitigate Relay Attacks on Near Field Communication'. IEEE Access 8 :190108-190117.
Trinh BN; Murphy L; Muntean GM (2020) 'A Reinforcement Learning-Based Duty Cycle Adjustment Technique in Wireless Multimedia Sensor Networks'. IEEE Access 8 :58774-58787.
Dr Vivek Nallur
Lawlor F; Collier R; Nallur V (2020) 'Towards a programmable framework for agent game playing'. ALA 2018 - Adaptive Learning Agents - Workshop at the Federated AI Meeting 2018
Dr Vuong Ngo
Ngo VM; Le-Khac NA; Kechadi MT (2020) 'Data Warehouse and Decision Support on Integrated Crop Big Data'. International Journal of Business Process Integration and Management
Dr Michael O'Grady
O'Grady M; Langton D; Salinari F; Daly P; O'Hare G (2020) 'Service design for climate-smart agriculture'. Information Processing in Agriculture
O'Grady MJ; Evans B; Eigbogba S; Muldoon C; Campbell AG; Brewer PA; O'Hare GMP (2019) 'Supporting participative pre-flood risk reduction in a UNESCO biosphere'. Journal of Flood Risk Management 12
Professor Gregory O'Hare
Byrne CA; O'Grady M; Collier R; O'Hare GMP (2020) 'An Evaluation of Graphical Formats for the Summary of Activities of Daily Living (ADLs).'. Healthcare (Basel, Switzerland) 8 (3)
O'Grady M; Langton D; Salinari F; Daly P; O'Hare G (2020) 'Service design for climate-smart agriculture'. Information Processing in Agriculture
O'Grady MJ; Evans B; Eigbogba S; Muldoon C; Campbell AG; Brewer PA; O'Hare GMP (2019) 'Supporting participative pre-flood risk reduction in a UNESCO biosphere'. Journal of Flood Risk Management 12
O'Grady MJ; Langton D; O'Hare GMP (2019) 'Edge computing: A tractable model for smart agriculture?'. Artificial Intelligence in Agriculture 3 :42-51.
Rasti S; Bleakley CJ; Silvestre GCM; Holden NM; Langton D; O’Hare GMP (2020) 'Crop growth stage estimation prior to canopy closure using deep learning algorithms'. Neural Computing and Applications
Yan M; Liu P; Tong C; Wang X; Wen F; Song C; Higgs R; O'Hare GMP (2020) 'A farmland-microclimate monitoring system based on the internet of things'. International Journal of Embedded Systems 12 (1) :81-92.
Zhang T; Lv C; Ma F; Zhao K; Wang H; O'Hare GMP (2020) 'A photovoltaic power forecasting model based on dendritic neuron networks with the aid of wavelet transform'. Neurocomputing 397 :438-446.
Dr Oluwafemi Olukoya
Olukoya O; Mackenzie L; Omoronyia I (2020) 'Security-oriented view of app behaviour using textual descriptions and user-granted permission requests'. Computers and Security 89
Olukoya O; Mackenzie L; Omoronyia I (2020) 'Towards using unstructured user input request for malware detection'. Computers and Security 93
Dr Liliana Pasquale
Kazman R; Pasquale L (2020) 'Software Engineering in Society'. IEEE Software 37 (1) :7-9.
Assoc Professor Gianluca Pollastri
Kaleel M; Torrisi M; Mooney C; Pollastri G (2019) 'PaleAle 5.0: prediction of protein relative solvent accessibility by deep learning'. Amino Acids 51 (9) :1289-1296.
Kaleel M; Zheng Y; Chen J; Feng X; Simpson JC; Pollastri G; Mooney C (2020) 'SCLpred-EMS: Subcellular localization prediction of endomembrane system and secretory pathway proteins by Deep N-to-1 Convolutional Neural Networks'. Bioinformatics 36 (11) :3343-3349.
O'Brien KT; Mooney C; Lopez C; Pollastri G; Shields DC (2020) 'Prediction of polyproline II secondary structure propensity in proteins'. Royal Society Open Science 7 (1)
Torrisi M; Kaleel M; Pollastri G (2019) 'Deeper Profiles and Cascaded Recurrent and Convolutional Neural Networks for state-of-the-art Protein Secondary Structure Prediction'. Scientific Reports 9 (1)
Torrisi M; Pollastri G (2020) 'Brewery: Deep learning and deeper profiles for the prediction of 1D protein structure annotations'. Bioinformatics 36 (12) :3897-3898.
Torrisi M; Pollastri G; Le Q (2020) 'Deep learning methods in protein structure prediction'. Computational and Structural Biotechnology Journal 18 :1301-1310.
Urban G; Torrisi M; Magnan CN; Pollastri G; Baldi P (2020) 'Protein profiles: Biases and protocols'. Computational and Structural Biotechnology Journal 18 :2281-2289.
Hamidreza Rabiei Dastjerdi
Rabiei-Dastjerdi H; McArdle G; Matthews SA; Keenan P (2020) 'Gap analysis in decision support systems for real-estate in the era of the digital earth'. International Journal of Digital Earth
Dr Colm Ryan
Lord CJ; Quinn N; Ryan CJ (2020) 'Integrative analysis of large-scale loss-of-function screens identifies robust cancer-associated genetic interactions'. eLife 9 :1-37.
Nováček V; McGauran G; Matallanas D; Blanco AV; Conca P; Muñoz E; Costabello L; Kanakaraj K; Nawaz Z; Mohamed S (2019) 'Accurate Prediction of Kinase-Substrate Networks Using Knowledge Graphs'.
Dr Takfarinas Saber
Saber T; Gandibleux X; O’Neill M; Murphy L; Ventresque A (2020) 'A comparative study of multi-objective machine reassignment algorithms for data centres'. Journal of Heuristics 26 (1) :119-150.
Dr Mark Scanlon
Anda F; Le-Khac N-A; Scanlon M (2020) 'DeepUAge: Improving Underage Age Estimation Accuracy to Aid CSEM Investigation'. Forensic Science International: Digital Investigation 32 :300921-300921.
Sayakkara A; Le-Khac N-A; Scanlon M (2020) 'EMvidence: A Framework for Digital Evidence Acquisition from IoT Devices through Electromagnetic Side-Channel Analysis'. Forensic Science International: Digital Investigation 32 :300907-300907.
Sayakkara A; Miralles-Pechuán L; Le-Khac N-A; Scanlon M (2020) 'Cutting Through the Emissions: Feature Selection from Electromagnetic Side-Channel Data for Activity Detection'. Forensic Science International: Digital Investigation 32 :300927-300927.
Assoc Professor Guenole Silvestre
Rasti S; Bleakley CJ; Silvestre GCM; Holden NM; Langton D; O’Hare GMP (2020) 'Crop growth stage estimation prior to canopy closure using deep learning algorithms'. Neural Computing and Applications
Professor Barry Smyth
Doherty C; Keogh A; Davenport J; Lawlor A; Smyth B; Caulfield B (2020) 'An evaluation of the training determinants of marathon performance: A meta-analysis with meta-regression'. Journal of Science and Medicine in Sport 23 (2) :182-188.
Doherty C; Keogh A; Smyth B; Megyesi P; Caulfield B (2020) 'Devising a Pace-Based Definition for "The Wall": An Observational Analysis of Marathoners' Subjective Experiences of Fatigue'. Journal of athletic training 55 (5) :494-500.
Keane MT; Smyth B (2020) 'Good Counterfactuals and Where to Find Them: A Case-Based Technique for Generating Counterfactuals for Explainable AI (XAI)'. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 12311 LNAI :163-178.
Ozsoy MG; O'Reilly-Morgan D; Symeonidis P; Tragos EZ; Hurley N; Smyth B; Lawlor A (2020) 'MP4Rec: Explainable and Accurate Top-N Recommendations in Heterogeneous Information Networks'. IEEE Access 8 :181835-181847.
Smyth B; Muniz-Pumares D (2020) 'Calculation of Critical Speed from Raw Training Data in Recreational Marathon Runners.'. Medicine and science in sports and exercise
Mr Andres Suarez-Cetrulo
Alonso-Monsalve S; Suárez-Cetrulo AL; Cervantes A; Quintana D (2020) 'Convolution on neural networks for high-frequency trend prediction of cryptocurrency exchange rates using technical indicators'. Expert Systems with Applications 149
Dr Panagiotis Symeonidis
Symeonidis P; Chairistanidis S (2019) 'OmniRank: learning to recommend based on omni-traversal of heterogeneous graphs'. Social Network Analysis and Mining 9 (1)
Dr Christina Thorpe
Ciritoglu HE; Murphy J; Thorpe C (2019) 'HaRD: a heterogeneity-aware replica deletion for HDFS'. Journal of Big Data 6 (1)
Assoc Professor Tony Veale
Veale T (2020) 'Changing channels: divergent approaches to the creative streaming of texts'. Annals of Mathematics and Artificial Intelligence 88 (43987) :439-456.
Wicke P; Veale T (2020) 'The Show Must Go On: On the Use of Embodiment, Space and Gesture in Computational Storytelling'. New Generation Computing
Dr Anthony Ventresque
Saber T; Gandibleux X; O’Neill M; Murphy L; Ventresque A (2020) 'A comparative study of multi-objective machine reassignment algorithms for data centres'. Journal of Heuristics 26 (1) :119-150.
Dr Anh Vu Vo
Vo AV; Laefer DF; Smolic A; Zolanvari SMI (2019) 'Per-point processing for detailed urban solar estimation with aerial laser scanning and distributed computing'. ISPRS Journal of Photogrammetry and Remote Sensing 155 :119-135.
Vo AV; Laefer DF; Trifkovic M; Hewage CNL; Bertolotto M; Le-Khac NA; Ofterdinger U (2020) 'A highly scalable data management system for point cloud and full waveform lidar data'. International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives 43 (B4) :507-512.
Dr Lina Xu
Ferreira JM; Pires IM; Marques G; Garcia NM; Zdravevski E; Lameski P; Flórez-Revuelta F; Spinsante S; Xu L (2020) 'Activities of daily living and environment recognition using mobile devices: A comparative study'. Electronics (Switzerland) 9 (1)
Mr Sofiane Zemouri
Zemouri S; Djahel S; Murphy J (2019) 'An Altruistic Prediction-Based Congestion Control for Strict Beaconing Requirements in Urban VANETs'. IEEE Transactions on Systems, Man, and Cybernetics: Systems 49 (12) :2582-2597.

Dr Deepak Ajwani
Duriakova E; Ajwani D; Hurley N (2019) Engineering a Parallel Δ-stepping Algorithm In: Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019,
Dr Helard Becerra
Martinez HB; Farias MCQ; Hines A (2019) A No-Reference Autoencoder Video Quality Metric In: Proceedings - International Conference on Image Processing, ICIP,
Martinez HB; Farias MCQ; Hines A (2020) Analyzing the performance of autoencoder-based objective quality metrics on audio-visual content In: Electronic Imaging,
Dr Brett Becker
Anda F; Becker BA; Lillis D; Le-Khac NA; Scanlon M (2020) Assessing the Influencing Factors on the Accuracy of Underage Facial Age Estimation In: International Conference on Cyber Security and Protection of Digital Services, Cyber Security 2020,
Becker B (2020) What Influences Students Understanding of Scalability Issues in Parallel Computing? In: ISC High Performance,
Becker BA; Denny P; Pettit R; Bouchard D; Bouvier DJ; Harrington B; Kamil A; Karkare A; McDonald C; Osera PM (2019) Compiler error messages considered unhelpful: The landscape of text-based programming error message research In: Annual Conference on Innovation and Technology in Computer Science Education, ITiCSE,
Denny P; Prather J; Becker BA (2020) Error Message Readability and Novice Debugging Performance In: Annual Conference on Innovation and Technology in Computer Science Education, ITiCSE,
Denny P; Prather J; Becker BA; Albrecht Z; Loksa D; Pettit R (2019) A closer look at metacognitive scaffolding: Solving test cases before programming In: ACM International Conference Proceeding Series,
Dickson PE; Brown NCC; Becker BA (2020) Engage Against the Machine: Rise of the Notional Machines as Effective Pedagogical Devices In: Annual Conference on Innovation and Technology in Computer Science Education, ITiCSE,
Groeneveld W; Becker BA; Vennekens J (2020) Soft Skills: What do Computing Program Syllabi Reveal About Non-Technical Expectations of Undergraduate Students? In: Annual Conference on Innovation and Technology in Computer Science Education, ITiCSE,
Karvelas I; Dillane J; Becker BA (2020) Compiler error messages: Their content and accessibility in novice programming environments In: Annual Conference on Innovation and Technology in Computer Science Education, ITiCSE,
Karvelas I; Li A; Becker BA (2020) The effects of compilation mechanisms and error message presentation on novice programmer behavior In: Annual Conference on Innovation and Technology in Computer Science Education, ITiCSE,
Mooney C; Antoniadi A; Karvelas I; Salmon L; Becker BA (2020) Exploring Sense of Belonging in Computer Science Students In: Annual Conference on Innovation and Technology in Computer Science Education, ITiCSE,
Nolan K; Faherty R; Quille K; Becker BA; Bergin S (2019) CSinc: An inclusive K-12 outreach model In: ACM International Conference Proceeding Series,
Nolan K; Faherty R; Quille K; Becker BA; Bergin S (2020) Developing an Inclusive K-12 Outreach Model In: Annual Conference on Innovation and Technology in Computer Science Education, ITiCSE,
Prather J; Becker BA; Craig M; Denny P; Loksa D; Margulieux L (2020) What Do We Think We Think We Are Doing?: Metacognition and Self-Regulation in Programming In: ICER 2020 - Proceedings of the 2020 ACM Conference on International Computing Education Research,
Price TW; Hovemeyer D; Rivers K; Gao G; Bart AC; Kazerouni AM; Becker BA; Petersen A; Gusukuma L; Edwards SH (2020) ProgSnap2: A Flexible Format for Programming Process Data In: Annual Conference on Innovation and Technology in Computer Science Education, ITiCSE,
Raj RK; Romanowski CJ; Aly SG; Becker BA; Chen J; Ghafoor S; Giacaman N; Gordon SI; Izu C; Rahimi S (2020) Toward High Performance Computing Education In: Annual Conference on Innovation and Technology in Computer Science Education, ITiCSE,
Settle A; Becker BA; Duran R; Kumar V; Luxton-Reilly A (2020) Improving global participation in the sigcse technical symposium In: Annual Conference on Innovation and Technology in Computer Science Education, ITiCSE,
Szabo C; Sheard J; Luxton-Reilly A; Simon; Becker BA; Ott L (2019) Fifteen years of introductory programming in schools: A global overview of K-12 initiatives In: ACM International Conference Proceeding Series,
Assoc Professor Michela Bertolotto
Dassereto F; Di Rocco L; Guerrini G; Bertolotto M (2020) Evaluating the effectiveness of embeddings in representing the structure of geospatial ontologies In: Lecture Notes in Geoinformation and Cartography,
Mubarak M; Khalid K; Waqar F; Tahir A; Haneef I; McArdle G; Bertolotto M (2020) Towards real estate analytics using map personalisation In: GISTAM 2020 - Proceedings of the 6th International Conference on Geographical Information Systems Theory, Applications and Management,
Vo AV; Hewage CNL; Russo G; Chauhan N; Laefer DF; Bertolotto M; Le-Khac NA; Oftendinger U (2019) Efficient LiDAR point cloud data encoding for scalable data management within the Hadoop eco-system In: Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019,
Dr Abey Campbell
Iqbal MZ; Mangina E; Campbell AG (2019) Exploring the use of augmented reality in a kinesthetic learning application integrated with an intelligent virtual embodied agent In: Adjunct Proceedings of the 2019 IEEE International Symposium on Mixed and Augmented Reality, ISMAR-Adjunct 2019,
O’Brien E; Jacquouton B; Moineau A; Campbell AG (2019) Wikipedia in Virtual Reality and HowText-based Media can be Explore in Virtual Reality In: ACM International Conference Proceeding Series,
Xu X; Kilroy D; Mangina E; Campbell AG (2020) Work-in-Progress-Adapting a Virtual Reality Anatomy Teaching Tool for Mobility: Pilot Study In: Proceedings of 6th International Conference of the Immersive Learning Research Network, iLRN 2020,
Xu X; Mangina E; Kilroy D; Curran KM; Healy JJ; Campbell AG (2020) Doctoral Colloquium-A Snapshot of the Future: Virtual and Augmented Reality Training for Radiology In: Proceedings of 6th International Conference of the Immersive Learning Research Network, iLRN 2020,
Zheng M; Campbell AG (2019) Location-based augmented reality in-situ visualization applied for agricultural fieldwork navigation In: Adjunct Proceedings of the 2019 IEEE International Symposium on Mixed and Augmented Reality, ISMAR-Adjunct 2019,
Dr Simon Caton
Tomer V; Caton S; Kumar S; Kumar B (2020) A selection method for computing the ensemble size of base classifier in multiple classifier system In: Advances in Intelligent Systems and Computing,
Assoc Professor Rem Collier
Lawlor F; Collier R; Nallur V (2020) Towards a programmable framework for agent game playing In: ALA 2018 - Adaptive Learning Agents - Workshop at the Federated AI Meeting 2018,
Assoc Professor David Coyle
Pretorius C; McCashin D; Kavanagh N; Coyle D (2020) Searching for Mental Health: A Mixed-Methods Study of Young People's Online Help-seeking In: Conference on Human Factors in Computing Systems - Proceedings,
Stawarz K; Preist C; Tallon D; Thomas L; Turner K; Wiles N; Kessler D; Shafran R; Coyle D (2020) Integrating the Digital and the Traditional to Deliver Therapy for Depression: Lessons from a Pragmatic Study In: Conference on Human Factors in Computing Systems - Proceedings,
Dr Soumyabrata Dev
Bacher I; Javidnia H; Dev S; Agrahari R; Hossari M; Nicholson M; Conran C; Corrigan D; Pitié F (2020) DeepReal - A Deep Learning Based 3D Advert Integration System In: Proc. NEM Summit 2020 - B’Smart - European Media Science and Technology Meets Arts,
Dev S; Javidnia H; Hossari M; Nicholson M; McCabe K; Nautiyal A; Conran C; Tang J; Xu W; Pitié F (2019) Identifying Candidate Spaces for Advert Implantation In: Proc. IEEE 7th International Conference on Computer Science and Network Technology,
Elsayed M; Le-Khac N-A; Dev S; Jurcut A (2020) DDoSNet: A Deep-Learning Model for Detecting Network Attacks In: Proc. IEEE World of Wireless, Mobile and Multimedia networks (WoWMoM),
Elsayed MS; Le-Khac NA; Dev S; Jurcut AD (2019) Machine-Learning Techniques for Detecting Attacks in SDN In: Proceedings of IEEE 7th International Conference on Computer Science and Network Technology, ICCSNT 2019,
Fathima TA; Nedumpozhimana V; Lee YH; Winkler S; Dev S (2019) A Chaotic Approach on Solar Irradiance Forecasting In: Proc. Progress In Electromagnetics Research Symposium (PIERS),
Fathima TA; Nedumpozhimana V; Lee YH; Winkler S; Dev S (2019) Predicting Solar Irradiance in Singapore In: Proc. Progress In Electromagnetics Research Symposium (PIERS),
Jain M; Manandhar S; Lee YH; Winkler S; Dev S (2020) Forecasting Precipitable Water Vapor Using LSTMs In: Proc. IEEE AP-S Symposium on Antennas and Propagation and USNC-URSI Radio Science Meeting,
Lévêque L; Dev S; Hossari M; Lee YH; Winkler S (2019) Subjective Quality Assessment of Ground-based Camera Images In: Proc. Progress In Electromagnetics Research Symposium (PIERS),
Orlandi F; Meehan A; Hossari M; Dev S; O'Sullivan D; Alskaif T (2019) Interlinking Heterogeneous Data for Smart Energy Systems In: SEST 2019 - 2nd International Conference on Smart Energy Systems and Technologies,
Dr Ruihai Dong
Yang L; Ng TLJ; Smyth B; Dong R (2020) HTML: Hierarchical Transformer-based Multi-task Learning for Volatility Prediction In: The Web Conference 2020 - Proceedings of the World Wide Web Conference, WWW 2020,
Assoc Professor Pavel Gladyshev
Gladyshev SP; Gladyshev PS; Okrainskaya IS (2020) Simulation of Wireless Rotor Induction Machine with Wound Secondary Windings In: IEEE International Conference on Electro Information Technology,
Odogwu KC; Gladyshev P; Habibnia B (2020) PNG Data Detector for DECA In: Forensic Science International: Digital Investigation,
Dr Fatemeh Golpayegani
Bailey JM; Golpayegani F; Clarke S (2019) CoMASig: A Collaborative Multi-Agent Signal Control to Support Senior Drivers In: 2019 IEEE Intelligent Transportation Systems Conference, ITSC 2019,
McKenna C; Clarke S; Golpayegani F (2019) Floating Buses: Dynamic Route planning and Passenger Allocation based on Real-time Demand In: 2019 IEEE 5th International Conference on Computer and Communications, ICCC 2019,
Dr Derek Greene
Greene D; Wade K; Leavy S; Meaney G (2020) CuratR: A platform for exploring and curating historical text corpora In: CEUR Workshop Proceedings,
Leavy S; Meaney G; Wade K; Greene D (2020) Mitigating gender bias in machine learning data sets In: Communications in Computer and Information Science,
Dr Babak Habibnia
Odogwu KC; Gladyshev P; Habibnia B (2020) PNG Data Detector for DECA In: Forensic Science International: Digital Investigation,
Dr Alzubair Hassan
Hamza R; Hassan A; Patil AS (2019) A Lightweight Secure IoT Surveillance Framework Based on DCT-DFRT Algorithms In: International Conference on Machine Learning for Cyber Security,
Li P; Li J; Hassan A (2019) Group Identification via Non-threshold Leakage-Resilient Secret Sharing Scheme ,
Patil A; Hamza R; Hongyang Y; Hassan A (2020) Blockchain-PUF-based Secure Authentication Protocol for Internet of Things In: 19th International Conference on Algorithms and Architectures for Parallel Processing (ICA3PP 2019),
Dr Andrew Hines
Barakabitze AA; Liyanage M; Hines A (2020) QoESoft: QoE management architecture for softwarized 5G networks In: 2020 IEEE International Conference on Communications Workshops, ICC Workshops 2020 - Proceedings,
Chinen M; Lim FSC; Skoglund J; Gureev N; O'Gorman F; Hines A (2020) ViSQOL v3: An Open Source Production Ready Objective Speech and Audio Metric In: 2020 12th International Conference on Quality of Multimedia Experience, QoMEX 2020,
Cinar Y; Pocta P; Hines A (2020) Playout again Sam: Jitter Buffer Playout Adjustments Still an Issue for Speech Quality Prediction Models? In: 2020 31st Irish Signals and Systems Conference, ISSC 2020,
Hines A; Murray N; Farias MCQ; Kokaram A; Raake A (2020) Welcome Message from the QoMEX 2020 Chairs In: 2020 12th International Conference on Quality of Multimedia Experience, QoMEX 2020,
Jahromi HZ; Delaney DT; Hines A (2019) Quantifying the Influence of Browser, OS and Network Delay on Time Instant Metric Measurements for a Web Mapping Application In: International Conference on Communication Technology Proceedings, ICCT,
Jaiswal R; Hines A (2020) Towards a Non-Intrusive Context-Aware Speech Quality Model In: 2020 31st Irish Signals and Systems Conference, ISSC 2020,
Jassim WA; Skoglund J; Chinen M; Hines A (2020) Speech Quality Factors for Traditional and Neural-Based Low Bit Rate Vocoders In: 2020 12th International Conference on Quality of Multimedia Experience, QoMEX 2020,
Martinez H; Farias MCQ; Hines A (2019) Navidad: A no-reference audio-visual quality metric based on a deep autoencoder In: European Signal Processing Conference,
Martinez H; Hines A; Farias MCQ (2020) How Deep is Your Encoder: An Analysis of Features Descriptors for an Autoencoder-Based Audio-Visual Quality Metric In: 2020 12th International Conference on Quality of Multimedia Experience, QoMEX 2020,
Martinez HB; Farias MCQ; Hines A (2019) A No-Reference Autoencoder Video Quality Metric In: Proceedings - International Conference on Image Processing, ICIP,
Moraes AN; Flynn R; Hines A; Murray N (2020) Evaluating the User in a Sound Localisation Task in a Virtual Reality Application In: 2020 12th International Conference on Quality of Multimedia Experience, QoMEX 2020,
Sun PW; Hines A (2020) Should WebRTC Prioritise Intelligibility over Speech Quality? In: 2020 31st Irish Signals and Systems Conference, ISSC 2020,
Assoc Professor Neil Hurley
Duriakova E; Ajwani D; Hurley N (2019) Engineering a Parallel Δ-stepping Algorithm In: Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019,
Duriakova E; Tragos EZ; Smyth B; Hurley N; Peña FJ; Symeonidis P; Geraci J; Lawlor A (2019) PDMFRec: A decentralised matrix factorisation with tunable user-centric privacy In: RecSys 2019 - 13th ACM Conference on Recommender Systems,
Ghaffar F; Hurley N (2020) Network Rewiring Dynamics to Form Clustered Strategic Networks In: Studies in Computational Intelligence,
Laitonjam N; Huáng W; Hurley NJ (2020) A Soft Affiliation Graph Model for Scalable Overlapping Community Detection In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics),
Muhammad K; Wang Q; O'Reilly-Morgan D; Tragos E; Smyth B; Hurley N; Geraci J; Lawlor A (2020) FedFast: Going beyond Average for Faster Training of Federated Recommender Systems In: Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining,
Shi B; Ozsoy MG; Hurley N; Smyth B; Tragos EZ; Geraci J; Lawlor A (2019) PyrecGym: A reinforcement learning gym for recommender systems In: RecSys 2019 - 13th ACM Conference on Recommender Systems,
Assoc Professor Georgiana Ifrim
Ghalandari DG; Hokamp C; Nghia TP; Glover J; Ifrim G (2020) A Large-Scale Multi-Document Summarization Dataset from the Wikipedia Current Events Portal In: 58th Annual Meeting of the Association-for-Computational-Linguistics (ACL), ELECTR NETWORK
Ghalandari DG; Ifrim G (2020) Examining the State-of-the-Art in News Timeline Summarization In: 58th Annual Meeting of the Association-for-Computational-Linguistics (ACL), ELECTR NETWORK
Poghosyan G; Ifrim G (2019) SocialTree: Socially augmented structured summaries of news stories In: HT 2019 - Proceedings of the 30th ACM Conference on Hypertext and Social Media,
Dr Wissam Jassim
Jassim WA; Skoglund J; Chinen M; Hines A (2020) Speech Quality Factors for Traditional and Neural-Based Low Bit Rate Vocoders In: 2020 12th International Conference on Quality of Multimedia Experience, QoMEX 2020,
Dr Anca Delia Jurcut
Elsayed M; Le-Khac N-A; Dev S; Jurcut A (2020) DDoSNet: A Deep-Learning Model for Detecting Network Attacks In: Proc. IEEE World of Wireless, Mobile and Multimedia networks (WoWMoM),
Elsayed MS; Le-Khac NA; Dev S; Jurcut AD (2019) Machine-Learning Techniques for Detecting Attacks in SDN In: Proceedings of IEEE 7th International Conference on Computer Science and Network Technology, ICCSNT 2019,
Ranaweera P; Imrith VN; Liyanag M; Jurcut AD (2020) Security as a Service Platform Leveraging Multi-Access Edge Computing Infrastructure Provisions In: IEEE International Conference on Communications,
Ranaweera P; Jurcut AD; Liyanage M (2019) Realizing Multi-Access Edge Computing Feasibility: Security Perspective In: 2019 IEEE Conference on Standards for Communications and Networking, CSCN 2019,
Professor Mohand Tahar Kechadi
Chergui N; Kechadi MT; McDonnell M (2020) The impact of data analytics in digital agriculture: A review In: Proceedings of 2020 International Multi-Conference on: Organization of Knowledge and Advanced Technologies, OCTA 2020,
Ngo VM; Kechadi MT (2020) Crop knowledge discovery based on agricultural big data integration In: ACM International Conference Proceeding Series,
Nguyen T; Tran N; Loven L; Partala J; Kechadi MT; Pirttikangas S (2020) Privacy-aware blockchain innovation for 6G: Challenges and opportunities In: 2nd 6G Wireless Summit 2020: Gain Edge for the 6G Era, 6G SUMMIT 2020,
Salhi DE; Tari A; Kechadi MT (2019) Sentiment Analysis Application on Twitter for E-reputation In: Proceedings - 2019 6th International Conference on Image and Signal Processing and their Applications, ISPA 2019,
Assoc Professor Alexey Lastovetsky
Malik T; Lastovetsky A (2020) Optimal Matrix Partitioning for Data Parallel Computing on Hybrid Heterogeneous Platforms In: Proceedings - 2020 19th International Symposium on Parallel and Distributed Computing, ISPDC 2020,
Dr Aonghus Lawlor
Berndsen J; Smyth B; Lawlor A (2019) Pace my race: Recommendations for marathon running In: RecSys 2019 - 13th ACM Conference on Recommender Systems,
Duriakova E; Tragos EZ; Smyth B; Hurley N; Peña FJ; Symeonidis P; Geraci J; Lawlor A (2019) PDMFRec: A decentralised matrix factorisation with tunable user-centric privacy In: RecSys 2019 - 13th ACM Conference on Recommender Systems,
Muhammad K; Wang Q; O'Reilly-Morgan D; Tragos E; Smyth B; Hurley N; Geraci J; Lawlor A (2020) FedFast: Going beyond Average for Faster Training of Federated Recommender Systems In: Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining,
Shi B; Ozsoy MG; Hurley N; Smyth B; Tragos EZ; Geraci J; Lawlor A (2019) PyrecGym: A reinforcement learning gym for recommender systems In: RecSys 2019 - 13th ACM Conference on Recommender Systems,
Dr Quan Le
Du X; Le Q; Scanlon M (2020) Automated Artefact Relevancy Determination from Artefact Metadata and Associated Timeline Events In: International Conference on Cyber Security and Protection of Digital Services, Cyber Security 2020,
Dr Nhien An Le Khac
Elsayed M; Le-Khac N-A; Dev S; Jurcut A (2020) DDoSNet: A Deep-Learning Model for Detecting Network Attacks In: Proc. IEEE World of Wireless, Mobile and Multimedia networks (WoWMoM),
Elsayed MS; Le-Khac NA; Dev S; Jurcut AD (2019) Machine-Learning Techniques for Detecting Attacks in SDN In: Proceedings of IEEE 7th International Conference on Computer Science and Network Technology, ICCSNT 2019,
Kuppa A; Le-Khac NA (2020) Black Box Attacks on Explainable Artificial Intelligence(XAI) methods in Cyber Security In: Proceedings of the International Joint Conference on Neural Networks,
Thantilage R; Le Khac N (2020) Forensic Analysis of E-Dating Applications based on iPhone Backups In: Sixteenth IFIP WG 11.9 Int'l Conference on Digital Forensics, New Delhi, India
Vo AV; Hewage CNL; Russo G; Chauhan N; Laefer DF; Bertolotto M; Le-Khac NA; Oftendinger U (2019) Efficient LiDAR point cloud data encoding for scalable data management within the Hadoop eco-system In: Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019,
Dr David Lillis
Anda F; Becker BA; Lillis D; Le-Khac NA; Scanlon M (2020) Assessing the Influencing Factors on the Accuracy of Underage Facial Age Estimation In: International Conference on Cyber Security and Protection of Digital Services, Cyber Security 2020,
Dr Madhusanka Liyanage
Barakabitze AA; Liyanage M; Hines A (2020) QoESoft: QoE management architecture for softwarized 5G networks In: 2020 IEEE International Conference on Communications Workshops, ICC Workshops 2020 - Proceedings,
Fernando P; Gunawardhana L; Rajapakshe W; Dananjaya M; Gamage T; Liyanage M (2020) Blockchain-based Wi-Fi offloading platform for 5G In: 2020 IEEE International Conference on Communications Workshops, ICC Workshops 2020 - Proceedings,
Hewa T; Bracken A; Ylianttila M; Liyanage M (2020) Blockchain-based Automated Certificate Revocation for 5G IoT In: IEEE International Conference on Communications,
Hewa T; Gur G; Kalla A; Ylianttila M; Bracken A; Liyanage M (2020) The role of blockchain in 6G: Challenges, opportunities and research directions In: 2nd 6G Wireless Summit 2020: Gain Edge for the 6G Era, 6G SUMMIT 2020,
Imrith VN; Ranaweera P; Jugurnauth RA; Liyanage M (2020) Dynamic Orchestration of Security Services at Fog Nodes for 5G IoT In: IEEE International Conference on Communications,
Malik H; Manzoor A; Ylianttila M; Liyanage M (2019) Performance Analysis of Blockchain based Smart Grids with Ethereum and Hyperledger Implementations In: International Symposium on Advanced Networks and Telecommunication Systems, ANTS,
Mishra RA; Kalla A; Singh NA; Liyanage M (2020) Implementation and Analysis of Blockchain Based DApp for Secure Sharing of Students' Credentials In: 2020 IEEE 17th Annual Consumer Communications and Networking Conference, CCNC 2020,
Nag A; Kalla A; Liyanage M (2019) Blockchain-over-optical networks: A trusted virtual network function (VNF) management proposition for 5G optical networks In: Asia Communications and Photonics Conference, ACP,
Porambage P; Miche Y; Kalliola A; Liyanage M; Ylianttila M (2019) Secure Keying Scheme for Network Slicing in 5G Architecture In: 2019 IEEE Conference on Standards for Communications and Networking, CSCN 2019,
Ranaweera P; Imrith VN; Liyanag M; Jurcut AD (2020) Security as a Service Platform Leveraging Multi-Access Edge Computing Infrastructure Provisions In: IEEE International Conference on Communications,
Ranaweera P; Jurcut AD; Liyanage M (2019) Realizing Multi-Access Edge Computing Feasibility: Security Perspective In: 2019 IEEE Conference on Standards for Communications and Networking, CSCN 2019,
Sandeepa C; Moremada C; Dissanayaka N; Gamage T; Liyanage M (2020) An emergency situation detection system for ambient assisted living In: 2020 IEEE International Conference on Communications Workshops, ICC Workshops 2020 - Proceedings,
Assoc Professor Brian Mac Namee
Hossein Zadeh Bazargani M; Mac Namee B (2020) The Elliptical Basis Function Data Descriptor (EBFDD) Network: A One-Class Classification Approach to Anomaly Detection In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics),
Narayanan B; Saadeldin M; Albert P; McGuinness K; Mac Namee B (2020) Extracting Pasture Phenotype and Biomass Percentages using Weakly Supervised Multi-target Deep Learning on a Small Dataset In: Irish Machine Vision and Image processing (IMVIP) 2020,
Ms Tania Malik
Malik T; Lastovetsky A (2020) Optimal Matrix Partitioning for Data Parallel Computing on Hybrid Heterogeneous Platforms In: Proceedings - 2020 19th International Symposium on Parallel and Distributed Computing, ISPDC 2020,
Professor Eleni Mangina
Ali U; Shamsi MH; Nabeel M; Hoare C; Alshehri F; Mangina E; Odonnell J (2019) Comparative analysis of prediction algorithms for building energy usage prediction at an urban scale In: Journal of Physics: Conference Series,
Bampoulas A; Saffari M; Pallonetto F; De Rosa M; Mangina E; Finn D (2019) Quantification and characterization of energy flexibility in the residential building sector In: 16th IBPSA International Conference & Exhibition Building Simulation 2019,
Fominykh M; Wild F; Klamma R; Billinghurst M; Costiner LS; Karsakov A; Mangina E; Molka-Danielsen J; Pollock I; Preda M (2020) Developing a Model Augmented Reality Curriculum In: Annual Conference on Innovation and Technology in Computer Science Education, ITiCSE,
Iqbal MZ; Mangina E; Campbell AG (2019) Exploring the use of augmented reality in a kinesthetic learning application integrated with an intelligent virtual embodied agent In: Adjunct Proceedings of the 2019 IEEE International Symposium on Mixed and Augmented Reality, ISMAR-Adjunct 2019,
Mangina E; Narasimhan PK; Saffari M; Vlachos I (2020) Optimising Supply Chain Logistics System Using Data Analytics Techniques In: Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST,
Masneri S; Dominguez A; Wild F; Pronk J; Heintz M; Tiede J; Nistor A; Chiazzese G; Mangina E (2020) Work-in-progress-ARETE-An Interactive Educational System using Augmented Reality In: Proceedings of 6th International Conference of the Immersive Learning Research Network, iLRN 2020,
Ryan G; Murphy J; Higgins M; McAuliffe F; Mangina E (2020) Work-in-Progress-Development of a Virtual Reality Learning Environment: VR Baby In: Proceedings of 6th International Conference of the Immersive Learning Research Network, iLRN 2020,
Xu X; Kilroy D; Mangina E; Campbell AG (2020) Work-in-Progress-Adapting a Virtual Reality Anatomy Teaching Tool for Mobility: Pilot Study In: Proceedings of 6th International Conference of the Immersive Learning Research Network, iLRN 2020,
Xu X; Mangina E; Kilroy D; Curran KM; Healy JJ; Campbell AG (2020) Doctoral Colloquium-A Snapshot of the Future: Virtual and Augmented Reality Training for Radiology In: Proceedings of 6th International Conference of the Immersive Learning Research Network, iLRN 2020,
Professor Joao Marques-Silva
Ignatiev A; Cooper MC; Siala M; Hebrard E; Marques-Silva J (2020) Towards Formal Fairness in Machine Learning In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics),
Mencía C; Marques-Silva J (2020) Reasoning About Strong Inconsistency in ASP In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics),
Zaikin O; Ignatiev A; Marques-Silva J (2020) Branch location problems with maximum satisfiability In: Frontiers in Artificial Intelligence and Applications,
Dr Claudia Mazo Vargas
Mazo C; Barron S; Mooney C; Gallagher WM (2019) Multi-gene prognostic signatures and prediction of pathological complete response of ER-Positive HER2-negative breast cancer patients to neo-adjuvant chemotherapy In: ANNALS OF ONCOLOGY,
Dr Gavin McArdle
Kergosien E; De Runz C; Sallaberry C; McArdle G; Alvares LO (2020) Special track on geoinformation analysis: (ACM SAC, GIA track) In: Proceedings of the ACM Symposium on Applied Computing,
Mubarak M; Khalid K; Waqar F; Tahir A; Haneef I; McArdle G; Bertolotto M (2020) Towards real estate analytics using map personalisation In: GISTAM 2020 - Proceedings of the 6th International Conference on Geographical Information Systems Theory, Applications and Management,
Pandurangi A; Byrne C; Anderson C; Cui E; McArdle G (2020) Design and development of an application for predicting bus travel times using a segmentation approach In: GISTAM 2020 - Proceedings of the 6th International Conference on Geographical Information Systems Theory, Applications and Management,
Rabiei-Dastjerdi H; McArdle G; Ballatore A (2020) Urban consumption patterns: OpenStreetMap quality for social science research In: GISTAM 2020 - Proceedings of the 6th International Conference on Geographical Information Systems Theory, Applications and Management,
Dr Catherine Mooney
Mazo C; Barron S; Mooney C; Gallagher WM (2019) Multi-gene prognostic signatures and prediction of pathological complete response of ER-Positive HER2-negative breast cancer patients to neo-adjuvant chemotherapy In: ANNALS OF ONCOLOGY,
Mooney C; Antoniadi A; Karvelas I; Salmon L; Becker BA (2020) Exploring Sense of Belonging in Computer Science Students In: Annual Conference on Innovation and Technology in Computer Science Education, ITiCSE,
Wei L; Ventura S; Lowery M; Ryan MA; Mathieson S; Boylan GB; Mooney C (2020) Random Forest-based Algorithm for Sleep Spindle Detection in Infant EEG In: Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS,
Professor John Murphy
Ciritoglu HE; Murphy J; Thorpe C (2020) Importance of data distribution on hive-based systems for query performance: An experimental study In: Proceedings - 2020 IEEE International Conference on Big Data and Smart Computing, BigComp 2020,
Ryan G; Murphy J; Higgins M; McAuliffe F; Mangina E (2020) Work-in-Progress-Development of a Virtual Reality Learning Environment: VR Baby In: Proceedings of 6th International Conference of the Immersive Learning Research Network, iLRN 2020,
Professor Liam Murphy
Trinh B; Murphy L; Muntean GM (2019) An Energy-efficient Congestion Control Scheme for MPTCP in Wireless Multimedia Sensor Networks In: IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC,
Dr Vivek Nallur
Lawlor F; Collier R; Nallur V (2020) Towards a programmable framework for agent game playing In: ALA 2018 - Adaptive Learning Agents - Workshop at the Federated AI Meeting 2018,
Dr Vuong Ngo
Ngo VM; Kechadi MT (2020) Crop knowledge discovery based on agricultural big data integration In: ACM International Conference Proceeding Series,
Professor Gregory O'Hare
Byabazaire J; O'Hare G; Delaney D (2020) Data quality and trust: A perception from shared data in IoT In: 2020 IEEE International Conference on Communications Workshops, ICC Workshops 2020 - Proceedings,
Byabazaire J; O'Hare G; Delaney D (2020) Using Trust as a Measure to Derive Data Quality in Data Shared IoT Deployments In: Proceedings - International Conference on Computer Communications and Networks, ICCCN,
Dr Makbule Gulcin Ozsoy
Shi B; Ozsoy MG; Hurley N; Smyth B; Tragos EZ; Geraci J; Lawlor A (2019) PyrecGym: A reinforcement learning gym for recommender systems In: RecSys 2019 - 13th ACM Conference on Recommender Systems,
Dr Liliana Pasquale
Rivera-Ortiz F; Pasquale L (2019) Towards automated logging for forensic-ready software systems In: Proceedings - 2019 IEEE 27th International Requirements Engineering Conference Workshops, REW 2019,
Rivera-Ortiz F; Pasquale L (2020) Automated modelling of security incidents to represent logging requirements in software systems In: ACM International Conference Proceeding Series,
Dr Andres Portillo Dominguez
Portillo-Dominguez AO; Ayala-Rivera V (2019) Towards an Efficient Log Data Protection in Software Systems through Data Minimization and Anonymization In: Proceedings - 2019 7th International Conference in Software Engineering Research and Innovation, CONISOFT 2019,
Hamidreza Rabiei Dastjerdi
Rabiei-Dastjerdi H; McArdle G; Ballatore A (2020) Urban consumption patterns: OpenStreetMap quality for social science research In: GISTAM 2020 - Proceedings of the 6th International Conference on Geographical Information Systems Theory, Applications and Management,
Dr Takfarinas Saber
Saber T; Lynch D; Fagan D; Kucera S; Claussen H; O'Neill M (2020) Hierarchical Grammar-Guided Genetic Programming Techniques for Scheduling in Heterogeneous Networks In: 2020 IEEE Congress on Evolutionary Computation, CEC 2020 - Conference Proceedings,
Saber T; Wang S (2020) Evolving Better Rerouting Surrogate Travel Costs with Grammar-Guided Genetic Programming In: 2020 IEEE Congress on Evolutionary Computation, CEC 2020 - Conference Proceedings,
Dr Mark Scanlon
Anda F; Becker BA; Lillis D; Le-Khac NA; Scanlon M (2020) Assessing the Influencing Factors on the Accuracy of Underage Facial Age Estimation In: International Conference on Cyber Security and Protection of Digital Services, Cyber Security 2020,
Du X; Hargreaves C; Sheppard J; Anda F; Sayakkara A; Le-Khac NA; Scanlon M (2020) SoK: Exploring the state of the art and the future potential of artificial intelligence in digital forensic investigation In: ACM International Conference Proceeding Series,
Du X; Le Q; Scanlon M (2020) Automated Artefact Relevancy Determination from Artefact Metadata and Associated Timeline Events In: International Conference on Cyber Security and Protection of Digital Services, Cyber Security 2020,
Kanta A; Coisel I; Scanlon M (2020) Smarter Password Guessing Techniques Leveraging Contextual Information and OSINT In: International Conference on Cyber Security and Protection of Digital Services, Cyber Security 2020,
Professor Barry Smyth
Berndsen J; Smyth B; Lawlor A (2019) Pace my race: Recommendations for marathon running In: RecSys 2019 - 13th ACM Conference on Recommender Systems,
Duriakova E; Tragos EZ; Smyth B; Hurley N; Peña FJ; Symeonidis P; Geraci J; Lawlor A (2019) PDMFRec: A decentralised matrix factorisation with tunable user-centric privacy In: RecSys 2019 - 13th ACM Conference on Recommender Systems,
Muhammad K; Wang Q; O'Reilly-Morgan D; Tragos E; Smyth B; Hurley N; Geraci J; Lawlor A (2020) FedFast: Going beyond Average for Faster Training of Federated Recommender Systems In: Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining,
Shi B; Ozsoy MG; Hurley N; Smyth B; Tragos EZ; Geraci J; Lawlor A (2019) PyrecGym: A reinforcement learning gym for recommender systems In: RecSys 2019 - 13th ACM Conference on Recommender Systems,
Smyth B; Willemsen MC (2020) Predicting the Personal-Best Times of Speed Skaters Using Case-Based Reasoning In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics),
Yang L; Ng TLJ; Smyth B; Dong R (2020) HTML: Hierarchical Transformer-based Multi-task Learning for Volatility Prediction In: The Web Conference 2020 - Proceedings of the World Wide Web Conference, WWW 2020,
Dr Anthony Ventresque
Laurent T; Arcaini P; Ishikawa F; Ventresque A (2019) A Mutation-Based Approach for Assessing Weight Coverage of a Path Planner In: Proceedings - Asia-Pacific Software Engineering Conference, APSEC,
O’Neill E; Young R; Thiaville E; MacCarthy M; Carson-Berndsen J; Ventresque A (2020) S-capade: Spelling correction aimed at particularly deviant errors In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics),
Ruane E; Smith R; Bean D; Tjalve M; Ventresque A (2020) Developing a conversational agent with a globally distributed team: An experience report In: Proceedings - 2020 ACM/IEEE 15th International Conference on Global Software Engineering, ICGSE 2020,
Ruane E; Young R; Ventresque A (2020) Training a chatbot with microsoft LUIS: Effect of intent imbalance on prediction accuracy In: International Conference on Intelligent User Interfaces, Proceedings IUI,
Dr Anh Vu Vo
Vo AV; Hewage CNL; Russo G; Chauhan N; Laefer DF; Bertolotto M; Le-Khac NA; Oftendinger U (2019) Efficient LiDAR point cloud data encoding for scalable data management within the Hadoop eco-system In: Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019,
Dr Shen Wang
Liu D; Sun J; Wang S (2020) BusTime: Which is the Right Prediction Model for My Bus Arrival Time? In: 2020 5th IEEE International Conference on Big Data Analytics, ICBDA 2020,
Saber T; Wang S (2020) Evolving Better Rerouting Surrogate Travel Costs with Grammar-Guided Genetic Programming In: 2020 IEEE Congress on Evolutionary Computation, CEC 2020 - Conference Proceedings,
Dr Lina Xu
Konjaang JK; Xu L (2020) Cost Optimised Heuristic Algorithm (COHA) for Scientific Workflow Scheduling in IaaS Cloud Environment In: Proceedings - 2020 IEEE 6th Intl Conference on Big Data Security on Cloud, BigDataSecurity 2020, 2020 IEEE Intl Conference on High Performance and Smart Computing, HPSC 2020 and 2020 IEEE Intl Conference on Intelligent Data and Security, IDS 2020,
Wu M; Cao N; Wang H; Xu L; Li G (2020) A hybrid optimisation algorithm based on GA algorithm and ACO algorithm improvements for routing selection in heterogeneous sensor networks In: International Journal of Embedded Systems,
Xu L; Pombo N; Pires IM; Garcia NM (2019) Is the overfitting in a neural network a reliable model for the recognition of activities of daily living? In: ACM International Conference Proceeding Series,

Dr Brett Becker
Becker B (2020) Technology Tenses. Dublin, Ireland: National Forum for the Enhancement of Teaching and Learning in Higher Education
Dr Liliana Pasquale
Pasquale L; Zippo P (2020) A Review of Age Verification Mechanism for 10 Social Media Apps. N/A: CyberSafe Ireland

Dr Andrew Hines
Hines A (2020) DAILY MORTALITY RATES FROM COVID-19 CLASSIFIED BY COUNTRY BCG VACCINE POLICY.

UCD School of Computer Science

UCD School of Computer Science - Research Publications 2019/20

UCD School of Computer Science

UCD School of Computer Science - Research Publications 2019/20

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