A. H. Payberah

Most-cited papers

Deep learning for electronic health records: A comparative review of multiple deep neural architectures
Jose Roberto Ayala Solares, Francesca Elisa Diletta Raimondi, Yajie Zhu, Fatemeh Rahimian +9 more
2020Journal of Biomedical Informatics232 citations Open access
Semantic Scholar
Predicting the risk of emergency admission with machine learning: Development and validation using linked electronic health records
Fatemeh Rahimian, G. Salimi-Khorshidi, A. H. Payberah, J. Tran +5 more
2018PLoS Medicine134 citations Open access
Semantic Scholar
JA-BE-JA: A Distributed Algorithm for Balanced Graph Partitioning
Fatemeh Rahimian, A. H. Payberah, Sarunas Girdzijauskas, Márk Jelasity +1 more
2013IEEE International Conference on Self-Adaptive and Self-Organizing Systems107 citations Open access
Semantic Scholar
AutoAblation: Automated Parallel Ablation Studies for Deep Learning
Sina Sheikholeslami, Moritz Meister, Tianze Wang, A. H. Payberah +2 more
2021EuroMLSys@EuroSys91 citations
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CLive: Cloud-assisted P2P live streaming
A. H. Payberah, Hanna Kavalionak, V. Kumaresan, A. Montresor +1 more
20122012 IEEE 12th International Conference on Peer-to-Peer Computing (P2P)82 citations
Semantic Scholar
Vitis: A Gossip-based Hybrid Overlay for Internet-scale Publish/Subscribe Enabling Rendezvous Routing in Unstructured Overlay Networks
Fatemeh Rahimian, Sarunas Girdzijauskas, A. H. Payberah, Seif Haridi
2011IEEE International Parallel and Distributed Processing Symposium62 citations
Semantic Scholar
Distributed Vertex-Cut Partitioning
Fatemeh Rahimian, A. H. Payberah, Sarunas Girdzijauskas, Seif Haridi
2014IFIP International Conference on Distributed Applications and Interoperable Systems55 citations Open access
Semantic Scholar
DeepAqua: Semantic segmentation of wetland water surfaces with SAR imagery using deep neural networks without manually annotated data
Francisco J. Peña, Clara Hübinger, A. H. Payberah, F. Jaramillo
2024International Journal of Applied Earth Observation and Geoinformation47 citations Open access
Semantic Scholar
A Distributed Algorithm for Large-Scale Graph Partitioning
Fatemeh Rahimian, A. H. Payberah, Sarunas Girdzijauskas, Márk Jelasity +1 more
2015ACM Transactions on Autonomous and Adaptive Systems42 citations Open access
Semantic Scholar
gradienTv: market-based P2P live media streaming on the gradient overlay
A. H. Payberah, J. Dowling, Fatemeh Rahimian, Seif Haridi
2010IFIP International Conference on Distributed Applications and Interoperable Systems36 citations Open access
Semantic Scholar
Sepidar: Incentivized Market-Based P2P Live-Streaming on the Gradient Overlay Network
A. H. Payberah, Fatemeh Rahimian, Seif Haridi, J. Dowling
2010IEEE International Symposium on Multimedia36 citations Open access
Semantic Scholar
Supporting cloud deployment in the Guifi.net community network
Javi Jimenez, R. Baig, Pau Escrich, Amin M. Khan +6 more
2013Global Information Infrastructure and Networking Symposium33 citations Open access
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An adaptive algorithm for anomaly and novelty detection in evolving data streams
Mohamed-Rafik Bouguelia, Sławomir Nowaczyk, A. H. Payberah
2018Data mining and knowledge discovery31 citations Open access
Semantic Scholar
Boosting Vertex-Cut Partitioning for Streaming Graphs
Hooman Peiro Sajjad, A. H. Payberah, Fatemeh Rahimian, Vladimir Vlassov +1 more
2016BigData Congress [Services Society]30 citations Open access
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GLive: The Gradient Overlay as a Market Maker for Mesh-Based P2P Live Streaming
A. H. Payberah, J. Dowling, Seif Haridi
2011International Symposium on Parallel and Distributed Computing26 citations Open access
Semantic Scholar
Gozar: NAT-friendly peer sampling with one-hop distributed NAT traversal
A. H. Payberah, J. Dowling, Seif Haridi
2011IFIP International Conference on Distributed Applications and Interoperable Systems25 citations Open access
Semantic Scholar
Conceptualization and scalable execution of big data workflows using domain-specific languages and software containers
Nikolay Nikolov, Yared Dejene Dessalk, A. Khan, A. Soylu +3 more
2021Internet of Things24 citations Open access
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Shuffling with a Croupier: Nat-Aware Peer-Sampling
J. Dowling, A. H. Payberah
2012IEEE International Conference on Distributed Computing Systems22 citations Open access
Semantic Scholar
Distributed optimization of P2P live streaming overlays
A. H. Payberah, J. Dowling, Fatemeh Rahimain, Seif Haridi
2012Computing18 citations
Semantic Scholar
Utilizing Large Language Models for Ablation Studies in Machine Learning and Deep Learning
Sina Sheikholeslami, Hamid Ghasemirahni, A. H. Payberah, Tianze Wang +2 more
2025EuroMLSys16 citations Open access
Semantic Scholar
Siamese Neural Networks for Detecting Complementary Products
Marina Angelovska, Sina Sheikholeslami, B. Dunn, A. H. Payberah
2021Conference of the European Chapter of the Association for Computational Linguistics16 citations Open access
Semantic Scholar
Big Data Workflows: Locality-Aware Orchestration Using Software Containers
Andrei-Alin Corodescu, Nikolay Nikolov, A. Khan, A. Soylu +3 more
2021Italian National Conference on Sensors15 citations Open access
Semantic Scholar
A Survey of Big Data Pipeline Orchestration Tools from the Perspective of the DataCloud Project
Mihhail Matskin, Shirin Tahmasebi, Amirhossein Layegh, A. H. Payberah +3 more
2021International Conference on Data Analytics and Management in Data Intensive Domains14 citations
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Maggy: Scalable Asynchronous Parallel Hyperparameter Search
Moritz Meister, Sina Sheikholeslami, A. H. Payberah, Vladimir Vlassov +1 more
2020DistributedML@CoNEXT14 citations
Semantic Scholar
ContrastNER: Contrastive-based Prompt Tuning for Few-shot NER
Amirhossein Layegh, A. H. Payberah, A. Soylu, D. Roman +1 more
2023Annual International Computer Software and Applications Conference13 citations Open access
Semantic Scholar
Fine-Tuning BERT-based Language Models for Duplicate Trouble Report Retrieval
Nathan Bosch, Serveh Shalmashi, Forough Yaghoubi, Henrik Holm +2 more
20222022 IEEE International Conference on Big Data (Big Data)11 citations
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Live Streaming in P2P and Hybrid P2P-Cloud Environments for the Open Internet
A. H. Payberah
20139 citations
Semantic Scholar
Lightweight gossip-based distribution estimation
A. H. Payberah, Hanna Kavalionak, A. Montresor, J. Dowling +1 more
20132013 IEEE International Conference on Communications (ICC)9 citations
Semantic Scholar
Cross-Domain Transfer of Generative Explanations Using Text-to-Text Models
K. F. Erliksson, Anders Arpteg, Mihhail Matskin, A. H. Payberah
2021International Conference on Applications of Natural Language to Data Bases8 citations
Semantic Scholar
Locality-Aware Workflow Orchestration for Big Data
Andrei-Alin Corodescu, Nikolay Nikolov, A. Khan, A. Soylu +3 more
2021International ACM Conference on Management of Emergent Digital EcoSystems8 citations Open access
Semantic Scholar
NATCloud: cloud-assisted NAT-traversal service
Hanna Kavalionak, A. H. Payberah, A. Montresor, J. Dowling
2016ACM Symposium on Applied Computing7 citations
Semantic Scholar
Converging an overlay network to a Gradient topology
Håkan Terelius, Guodong Shi, J. Dowling, A. H. Payberah +2 more
2011IEEE Conference on Decision and Control and European Control Conference7 citations Open access
Semantic Scholar
Single-pass Hierarchical Text Classification with Large Language Models
Fabian Schmidt, K. Hammerfald, Henrik Haaland Jahren, A. H. Payberah +1 more
2024BigData Congress [Services Society]6 citations
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Graph Representation Matters in Device Placement
Milko Mitropolitsky, Zainab Abbas, A. H. Payberah
2020DIDL@Middleware6 citations
Semantic Scholar
Who Gets the Mic? Investigating Gender Bias in the Speaker Assignment of a Speech-LLM
D. Puhach, A. H. Payberah, Éva Székely
2025Interspeech5 citations Open access
Semantic Scholar
Wiki-based Prompts for Enhancing Relation Extraction using Language Models
Amirhossein Layegh, A. H. Payberah, A. Soylu, Dumitru Roman +1 more
2024ACM Symposium on Applied Computing5 citations Open access
Semantic Scholar
Siambert: Siamese Bert-based Code Search
Francisco J. Peña, Angel Luis Gonzalez, Sepideh Pashami, A. Al-Shishtawy +1 more
2022Annual Workshop of the Swedish Artificial Intelligence Society5 citations
Semantic Scholar
BERTicsson: A Recommender System For Troubleshooting
Nuria Marzo I Grimalt, Serveh Shalmashi, Forough Yaghoubi, Leif Jonsson +1 more
2022SDU@AAAI5 citations
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ARTIFICIAL INTELLIGENCE AND BIG DATA TECHNOLOGIES FOR COPERNICUS DATA: THE EXTREMEEARTH PROJECT
Manolis Koubarakis, G. Stamoulis, D. Bilidas, Theofilos Ioannidis +37 more
20215 citations
Semantic Scholar
COCLUBERT: Clustering Machine Learning Source Code
Marcus Hägglund, Francisco J. Peña, Sepideh Pashami, A. Al-Shishtawy +1 more
2021International Conference on Machine Learning and Applications5 citations
Semantic Scholar
IL-GAN: Rare Sample Generation via Incremental Learning in GANs
Jón R. Baldvinsson, Milad Ganjalizadeh, Abdulrahman Alabbasi, Mårten Björkman +1 more
2022Global Communications Conference4 citations
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Use All Your Skills, Not Only The Most Popular Ones
Francesco Lorenzo, S. Asadi, Alice Karnsund, Le-le Cao +2 more
20202020 IEEE Conference on Games (CoG)4 citations
Semantic Scholar
Subscription awareness meets rendezvous routing
Fatemeh Rahimian, Sarunas Girdzijauskas, A. H. Payberah, Seif Haridi
2012International Conference on Advances in P2P Systems4 citations
Semantic Scholar
REA: Refine-Estimate-Answer Prompting for Zero-Shot Relation Extraction
Amirhossein Layegh, A. H. Payberah, Mihhail Matskin
2024International Conference on Applications of Natural Language to Data Bases3 citations
Semantic Scholar
Using Machine Learning to Recommend Personalized Modular Treatments for Common Mental Health Disorders
Fabian Schmidt, K. Hammerfald, Henrik Haaland Jahren, Ole André Solbakken +2 more
2023International Conference on Digital Health3 citations
Semantic Scholar
Dataclouddsl: Textual and Visual Presentation of Big Data Pipelines
Shirin Tahmasebi, Amirhossein Layegh, Nikolay Nikolov, A. H. Payberah +4 more
2022Annual International Computer Software and Applications Conference3 citations
Semantic Scholar
Distributed optimization of P2P live streaming overlays
A. H. Payberah, J. Dowling, Fatemeh Rahimain, Seif Haridi
2012Computing3 citations
Semantic Scholar
Fact vs. Fiction: Are the Reportedly "Magical" LLM-Based Recommenders Reproducible?
Shirin Tahmasebi, Narjes Nikzad, A. H. Payberah, M. Asgari-Chenaghlu +1 more
2025European Conference on Information Retrieval2 citations
Semantic Scholar
DeepAqua: Self-Supervised Semantic Segmentation of Wetland Surface Water Extent with SAR Images using Knowledge Distillation
Francisco J. Peña, Clara Hubinger, A. H. Payberah, F. Jaramillo
20232 citations
Semantic Scholar
Graph Representation Learning with Graph Transformers in Neural Combinatorial Optimization
Tianze Wang, A. H. Payberah, Vladimir Vlassov
2023International Conference on Machine Learning and Applications2 citations
Semantic Scholar