Haytham Assem

Most-cited papers

Enhancing Contextual Understanding in Large Language Models through Contrastive Decoding
Zheng Zhao, Emilio Monti, Jens Lehmann, Haytham Assem
2024North American Chapter of the Association for Computational Linguistics78 citations
Semantic Scholar
Urban Water Flow and Water Level Prediction Based on Deep Learning
Haytham Assem, Salem Ghariba, Gabor Makrai, P. Johnston +2 more
2017ECML/PKDD57 citations
Semantic Scholar
Monitoring VoIP call quality using improved simplified E-model
Haytham Assem, D. Malone, Jonathan Dunne, Pat O'Sullivan
2013International Conference on Computing, Networking and Communications54 citations
Semantic Scholar
DeepAD: A Generic Framework Based on Deep Learning for Time Series Anomaly Detection
Teodora Sandra Buda, Bora Caglayan, Haytham Assem
2018Pacific-Asia Conference on Knowledge Discovery and Data Mining52 citations
Semantic Scholar
Can machine learning aid in delivering new use cases and scenarios in 5G?
Teodora Sandra Buda, Haytham Assem, Lei Xu, D. Raz +13 more
2016IEEE/IFIP Network Operations and Management Symposium37 citations
Semantic Scholar
CogNet: A network management architecture featuring cognitive capabilities
Lei Xu, Haytham Assem, I. B. Ben Yahia, Teodora Sandra Buda +13 more
2016European Conference on Networks and Communications31 citations
Semantic Scholar
Cross-lingual Sentence Embedding using Multi-Task Learning
Koustava Goswami, Sourav Dutta, Haytham Assem, Theodorus Fransen +1 more
2021Conference on Empirical Methods in Natural Language Processing27 citations Open access
Semantic Scholar
Machine learning as a service for enabling Internet of Things and People
Haytham Assem, Lei Xu, Teodora Sandra Buda, D. O’Sullivan
2016Personal and Ubiquitous Computing25 citations
Semantic Scholar
Spatio-Temporal Clustering Approach for Detecting Functional Regions in Cities
Haytham Assem, Lei Xu, Teodora Sandra Buda, D. O’Sullivan
2016IEEE International Conference on Tools with Artificial Intelligence23 citations
Semantic Scholar
Analysis of Machine Learning Techniques for Anomaly Detection in the Internet of Things
Shane Brady, Damien Magoni, John Murphy, Haytham Assem +1 more
2018Latin American Conference on Computational Intelligence20 citations Open access
Semantic Scholar
ADE: An ensemble approach for early Anomaly Detection
Teodora Sandra Buda, Haytham Assem, Lei Xu
2017IFIP/IEEE Symposium on Integrated Network Management17 citations
Semantic Scholar
ST-DenNetFus: A New Deep Learning Approach for Network Demand Prediction
Haytham Assem, Bora Caglayan, Teodora Sandra Buda, D. O’Sullivan
2018ECML/PKDD15 citations
Semantic Scholar
A generic algorithm for mid-call audio codec switching
Haytham Assem, Mohamed Adel, B. Jennings, D. Malone +2 more
2013IFIP/IEEE Symposium on Integrated Network Management12 citations
Semantic Scholar
Assessing Feature Representations for Instance-Based Cross-Domain Anomaly Detection in Cloud Services Univariate Time Series Data
Rahul Agrahari, Matthew Nicholson, Clare Conran, Haytham Assem +1 more
2022IoT9 citations Open access
Semantic Scholar
Qasar: Self-Supervised Learning Framework for Extractive Question Answering
Haytham Assem, Rajdeep Sarkar, Sourav Dutta
20212021 IEEE International Conference on Big Data (Big Data)9 citations
Semantic Scholar
Impact of lockdown due to covid-19 on mental health among students in private university at selangor
M. Faez, J. Hadi, M. Abdalqader, Haytham Assem +2 more
20209 citations
Semantic Scholar
Improved Out-of-Scope Intent Classification with Dual Encoding and Threshold-based Re-Classification
Hossam M. Zawbaa, Wael Rashwan, Sourav Dutta, Haytham Assem
2024International Conference on Language Resources and Evaluation8 citations
Semantic Scholar
A Framework for Enterprise Social Network Assessment and Weak Ties Recommendation
Faisal Ghaffar, Teodora Sandra Buda, Haytham Assem, A. Afsharinejad +1 more
2018International Conference on Advances in Social Networks Analysis and Mining8 citations Open access
Semantic Scholar
Discovering New Socio-demographic Regional Patterns in Cities
Haytham Assem, D. O’Sullivan
2016LBSN@SIGSPATIAL/GIS8 citations
Semantic Scholar
A Cloud-Based AI Framework for Machine Learning Orchestration: A “Driving or Not-Driving” Case-Study for Self-Driving Cars
C. Olariu, Haytham Assem, J. Ortega, Marcos Nieto
20192019 IEEE Intelligent Vehicles Symposium (IV)7 citations
Semantic Scholar
Online estimation of VVoIP Quality-of-Experience via network emulation
Haytham Assem, Mohamed Adel, B. Jennings, D. Malone +2 more
20137 citations
Semantic Scholar
Deep Neural Compression Via Concurrent Pruning and Self-Distillation
J. Ó. Neill, Sourav Dutta, Haytham Assem
2021arXiv.org6 citations
Semantic Scholar
Improved E-model for monitoring quality of multi-party VoIP communications
Mohamed Adel, Haytham Assem, B. Jennings, D. Malone +2 more
20132013 IEEE Globecom Workshops (GC Wkshps)6 citations
Semantic Scholar
Intent Classification by the Use of Automatically Generated Knowledge Graphs
Mihael Arcan, Sampritha H. Manjunath, Cécile Robin, Ghanshyam Verma +6 more
2023Inf.5 citations Open access
Semantic Scholar
Efficient Multi-Lingual Sentence Classification Framework with Sentence Meta Encoders
Raj Nath Patel, Edward Burgin, Haytham Assem, Sourav Dutta
20212021 IEEE International Conference on Big Data (Big Data)5 citations
Semantic Scholar
RCMC
Haytham Assem, Teodora Sandra Buda, D. O’Sullivan
2017ACM Transactions on Intelligent Systems and Technology5 citations
Semantic Scholar
Towards Bridging the Gap between Machine Learning Researchers and Practitioners
Haytham Assem, D. O’Sullivan
2015International Conference on Smart Cities5 citations
Semantic Scholar
Multi-Stage Framework with Refinement Based Point Set Registration for Unsupervised Bi-Lingual Word Alignment
Silviu Vlad Oprea, Sourav Dutta, Haytham Assem
2022International Conference on Computational Linguistics3 citations
Semantic Scholar
Semantic Aware Answer Sentence Selection Using Self-Learning Based Domain Adaptation
Rajdeep Sarkar, Sourav Dutta, Haytham Assem, Mihael Arcan +1 more
2022Knowledge Discovery and Data Mining3 citations Open access
Semantic Scholar
Aligned Weight Regularizers for Pruning Pretrained Neural Networks
James O'Neill, Sourav Dutta, Haytham Assem
2022Findings3 citations Open access
Semantic Scholar
Enhanced Sentence Meta-Embeddings for Textual Understanding
Sourav Dutta, Haytham Assem
2022European Conference on Information Retrieval3 citations
Semantic Scholar
Mufin: Enriching Semantic Understanding of Sentence Embedding using Dual Tune Framework
Koustava Goswami, Sourav Dutta, Haytham Assem
20212021 IEEE International Conference on Big Data (Big Data)3 citations
Semantic Scholar
DTAFA: Decoupled Training Architecture for Efficient FAQ Retrieval
Haytham Assem, Sourav Dutta, Edward Burgin
2021SIGDIAL Conferences3 citations Open access
Semantic Scholar
Cognitive Applications and Their Supporting Architecture for Smart Cities
Haytham Assem, Lei Xu, Teodora Sandra Buda, D. O’Sullivan
20173 citations
Semantic Scholar
Self-distilled Pruning of Deep Neural Networks
James O'Neill, Sourav Dutta, Haytham Assem
2022ECML/PKDD2 citations
Semantic Scholar
Sequence-to-Sequence Learning on Keywords for Efficient FAQ Retrieval
Sourav Dutta, Haytham Assem, Edward Burgin
2021arXiv.org2 citations
Semantic Scholar
Classification of Cybercrime Indicators in Open Social Data
Ihsan Ullah, Caoilfhionn Lane, Teodora Sandra Buda, Brett Drury +3 more
2020Symposium on Information Management and Big Data2 citations
Semantic Scholar
Unsupervised Word Translation Pairing using Refinement based Point Set Registration
Silviu Vlad Oprea, Sourav Dutta, Haytham Assem
2020arXiv.org2 citations
Semantic Scholar
ECML PKDD 2018 Workshops
C. Alzate, A. Monreale, R. Goebel, Yuzuru Tanaka +4 more
2018Lecture Notes in Computer Science2 citations Open access
Semantic Scholar
Machine Learning for Autonomic Network Management in a Connected Cars Scenario
G. Velez, M. Quartulli, Ángel Martín, O. Otaegui +1 more
2016Nets4Cars/Nets4Trains/Nets4Aircraft2 citations
Semantic Scholar
DROID: Dual Representation for Out-of-Scope Intent Detection
Wael Rashwan, Hossam M. Zawbaa, Sourav Dutta, Haytham Assem
2025arXiv.org1 citations
Semantic Scholar
Clinical ManagementOP 4 Learning to evaluate and manage antenatal blood pressure at home (LEANBH)
Yoke Yin Lim, Moises S. Garcia, Mike Cuneen, G. Thompson +7 more
20171 citations
Semantic Scholar
A new adaptive redundancy control algorithm for VoIP applications
Haytham Assem, D. Malone, Jonathan Dunne, Pat O'Sullivan
2013Global Communications Conference1 citations
Semantic Scholar
RouterWorld: Scaling Conversational AI with Latency-Aware LLM Routing
Jin-Yang Li, Denis Emelin, Simone Tedeschi, Wei-Wei Cheng +5 more
20260 citations
Semantic Scholar
Attending to Entity Class Attributes for Named Entity Recognition with Few-Shot Learning
R. N. Patel, Sourav Dutta, Haytham Assem
2023Intelligent Systems with Applications0 citations
Semantic Scholar
Cage: A Hybrid Framework for Closed-Domain Conversational Agents
Edward Burgin, Sourav Dutta, Haytham Assem, Raj Nath Patel
2022ECML/PKDD0 citations
Semantic Scholar
Automating Network Management With Artificial Intelligence: In Software Networks and Beyond
I. B. Ben Yahia, Jaafar Bendriss, Teodora Sandra Buda, Haytham Assem
20190 citations
Semantic Scholar
SCCD: Social Capital-Driven Career Development Framework
Faisal Ghaffar, Teodora Sandra Buda, Haytham Assem, A. Afsharinejad +1 more
2018International Conference on Advances in Social Networks Analysis and Mining0 citations Open access
Semantic Scholar
P 47 Learning to evaluate and manage antenatal blood pressure at home (LEANBH)
Yoke Yin Lim, Moises S. Garcia, Mike Cuneen, M. Mattson +7 more
20170 citations
Semantic Scholar
Machine learning as a service for enabling Internet of Things and People
Haytham Assem, Lei Xu, Teodora Sandra Buda, D. O’Sullivan
2016Personal and Ubiquitous Computing0 citations
Semantic Scholar