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Amir Hossein Payberah
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2020 – today
- 2024
- [j8]Francisco J. Peña
, Clara Hübinger, Amir Hossein Payberah, Fernando Jaramillo
:
DeepAqua: Semantic segmentation of wetland water surfaces with SAR imagery using deep neural networks without manually annotated data. Int. J. Appl. Earth Obs. Geoinformation 126: 103624 (2024) - [c42]Amirhossein Layegh
, Amir Hossein Payberah
, Ahmet Soylu
, Dumitru Roman
, Mihhail Matskin
:
Wiki-based Prompts for Enhancing Relation Extraction using Language Models. SAC 2024: 731-740 - 2023
- [c41]Shirin Tahmasebi, Amir Hossein Payberah, Ahmet Soylu, Dumitru Roman, Mihhail Matskin:
TRANSQLATION: TRANsformer-based SQL RecommendATION. IEEE Big Data 2023: 4703-4711 - [c40]Amirhossein Layegh, Amir Hossein Payberah, Ahmet Soylu, Dumitru Roman, Mihhail Matskin:
ContrastNER: Contrastive-based Prompt Tuning for Few-shot NER. COMPSAC 2023: 241-249 - [c39]Sina Sheikholeslami
, Amir Hossein Payberah
, Tianze Wang
, Jim Dowling
, Vladimir Vlassov
:
The Impact of Importance-Aware Dataset Partitioning on Data-Parallel Training of Deep Neural Networks. DAIS 2023: 74-89 - [c38]Fabian Schmidt, Karin Hammerfald, Henrik Haaland Jahren, Ole André Solbakken, Amir Hossein Payberah, Vladimir Vlassov:
Using Machine Learning to Recommend Personalized Modular Treatments for Common Mental Health Disorders. ICDH 2023: 150-157 - [c37]Tianze Wang, Amir Hossein Payberah, Vladimir Vlassov:
Graph Representation Learning with Graph Transformers in Neural Combinatorial Optimization. ICMLA 2023: 488-495 - [i4]Francisco J. Peña, Clara Hübinger, Amir Hossein Payberah, Fernando Jaramillo:
DeepAqua: Self-Supervised Semantic Segmentation of Wetlands from SAR Images using Knowledge Distillation. CoRR abs/2305.01698 (2023) - [i3]Amirhossein Layegh, Amir Hossein Payberah, Ahmet Soylu, Dumitru Roman, Mihhail Matskin:
ContrastNER: Contrastive-based Prompt Tuning for Few-shot NER. CoRR abs/2305.17951 (2023) - 2022
- [j7]Desta Haileselassie Hagos
, Theofilos Kakantousis, Sina Sheikholeslami
, Tianze Wang
, Vladimir Vlassov
, Amir Hossein Payberah
, Moritz Meister, Robin Andersson, Jim Dowling:
Scalable Artificial Intelligence for Earth Observation Data Using Hopsworks. Remote. Sens. 14(8): 1889 (2022) - [c36]Nuria Marzo I Grimalt, Serveh Shalmashi, Forough Yaghoubi, Leif Jonsson, Amir Hossein Payberah:
BERTicsson: A Recommender System For Troubleshooting. SDU@AAAI 2022 - [c35]Tianze Wang, Amir Hossein Payberah, Vladimir Vlassov:
Node Context Selection in Transformer-Based Graph Representation Learning Models. IEEE Big Data 2022: 4625-4634 - [c34]Nathan Bosch, Serveh Shalmashi, Forough Yaghoubi, Henrik Holm, Fitsum Gaim, Amir Hossein Payberah:
Fine-Tuning BERT-based Language Models for Duplicate Trouble Report Retrieval. IEEE Big Data 2022: 4737-4745 - [c33]Shirin Tahmasebi, Amirhossein Layegh, Nikolay Nikolov
, Amir Hossein Payberah, Khoa Dinh, Vlado Mitrovic, Dumitru Roman, Mihhail Matskin:
Dataclouddsl: Textual and Visual Presentation of Big Data Pipelines. COMPSAC 2022: 1165-1171 - [c32]Tianze Wang, Amir Hossein Payberah, Desta Haileselassie Hagos, Vladimir Vlassov:
Accelerate Model Parallel Deep Learning Training Using Effective Graph Traversal Order in Device Placement. DAIS 2022: 114-130 - [c31]Jón R. Baldvinsson, Milad Ganjalizadeh, Abdulrahman Alabbasi, Mårten Björkman, Amir Hossein Payberah:
IL-GAN: Rare Sample Generation via Incremental Learning in GANs. GLOBECOM 2022: 621-626 - [c30]Sara Karimi, Sahar Asadi
, Francesco Lorenzo, Amir Hossein Payberah:
CandyRL: A Hybrid Reinforcement Learning Model for Gameplay. ICMLA 2022: 567-572 - [c29]Shirin Tahmasebi, Amir Hossein Payberah, Ahmet Soylu, Dumitru Roman, Mihhail Matskin:
TranSQL: A Transformer-based Model for Classifying SQL Queries. ICMLA 2022: 788-793 - [c28]Francisco J. Peña, Angel Luis Gonzalez, Sepideh Pashami, Ahmad Al-Shishtawy, Amir Hossein Payberah:
Siambert: Siamese Bert-based Code Search. SAIS 2022: 1-7 - [i2]Tianze Wang, Amir Hossein Payberah, Desta Haileselassie Hagos, Vladimir Vlassov:
Accelerate Model Parallel Training by Using Efficient Graph Traversal Order in Device Placement. CoRR abs/2201.09676 (2022) - 2021
- [j6]Nikolay Nikolov
, Yared Dejene Dessalk, Akif Quddus Khan
, Ahmet Soylu
, Mihhail Matskin, Amir Hossein Payberah
, Dumitru Roman:
Conceptualization and scalable execution of big data workflows using domain-specific languages and software containers. Internet Things 16: 100440 (2021) - [j5]Andrei-Alin Corodescu, Nikolay Nikolov
, Akif Quddus Khan
, Ahmet Soylu
, Mihhail Matskin, Amir Hossein Payberah
, Dumitru Roman:
Big Data Workflows: Locality-Aware Orchestration Using Software Containers. Sensors 21(24): 8212 (2021) - [c27]Kamal Hakimzadeh, Patrick K. Nicholson, Diego Lugones, Amir Hossein Payberah:
IMITA: Imitation Learning for Generalizing Cloud Orchestration. CCGRID 2021: 237-246 - [c26]Marina Angelovska, Sina Sheikholeslami, Bas Dunn, Amir Hossein Payberah:
Siamese Neural Networks for Detecting Complementary Products. EACL (Student Research Workshop) 2021: 65-70 - [c25]Sina Sheikholeslami
, Moritz Meister, Tianze Wang, Amir Hossein Payberah, Vladimir Vlassov, Jim Dowling:
AutoAblation: Automated Parallel Ablation Studies for Deep Learning. EuroMLSys@EuroSys 2021: 55-61 - [c24]Marcus Hägglund, Francisco J. Peña, Sepideh Pashami, Ahmad Al-Shishtawy, Amir Hossein Payberah:
COCLUBERT: Clustering Machine Learning Source Code. ICMLA 2021: 151-158 - [c23]Andrei-Alin Corodescu, Nikolay Nikolov
, Akif Quddus Khan
, Ahmet Soylu
, Mihhail Matskin, Amir Hossein Payberah, Dumitru Roman:
Locality-Aware Workflow Orchestration for Big Data. MEDES 2021: 62-70 - [c22]Karl Fredrik Erliksson, Anders Arpteg, Mihhail Matskin, Amir Hossein Payberah:
Cross-Domain Transfer of Generative Explanations Using Text-to-Text Models. NLDB 2021: 76-89 - [c21]Mihhail Matskin, Shirin Tahmasebi, Amirhossein Layegh, Amir Hossein Payberah, Aleena Thomas, Nikolay Nikolov, Dumitru Roman:
A Survey of Big Data Pipeline Orchestration Tools from the Perspective of the DataCloud Project. DAMDID/RCDL (Supplementary Proceedings) 2021: 63-78 - 2020
- [j4]José Roberto Ayala Solares
, Francesca Elisa Diletta Raimondi, Yajie Zhu
, Fatemeh Rahimian, Dexter Canoy
, Jenny Tran, Ana Catarina Pinho Gomes
, Amir Hossein Payberah, Mariagrazia Zottoli, Milad Nazarzadeh
, Nathalie Conrad
, Kazem Rahimi
, Gholamreza Salimi Khorshidi:
Deep learning for electronic health records: A comparative review of multiple deep neural architectures. J. Biomed. Informatics 101: 103337 (2020) - [c20]Francesco Lorenzo, Sahar Asadi
, Alice Karnsund, Lele Cao
, Tianze Wang, Amir Hossein Payberah:
Use All Your Skills, Not Only The Most Popular Ones. CoG 2020: 682-685 - [c19]Moritz Meister, Sina Sheikholeslami
, Amir Hossein Payberah, Vladimir Vlassov, Jim Dowling:
Maggy: Scalable Asynchronous Parallel Hyperparameter Search. DistributedML@CoNEXT 2020: 28-33 - [c18]Tianze Wang, Amir Hossein Payberah, Vladimir Vlassov:
CONVJSSP: Convolutional Learning for Job-Shop Scheduling Problems. ICMLA 2020: 1483-1490 - [c17]Farzad Kamrani, Andreas Elers, Mika Cohen, Amir Hossein Payberah:
MarioDAgger: A Time and Space Efficient Autonomous Driver. ICMLA 2020: 1491-1498 - [c16]Andrea Nardelli, Vladimir Vlassov, Amir Hossein Payberah:
Framework-Agnostic Optimization of Repeated Skewed Joins at Massive Scale. ISPA/BDCloud/SocialCom/SustainCom 2020: 26-33 - [c15]Milko Mitropolitsky, Zainab Abbas, Amir Hossein Payberah:
Graph Representation Matters in Device Placement. DIDL@Middleware 2020: 1-6
2010 – 2019
- 2018
- [j3]Mohamed-Rafik Bouguelia
, Slawomir Nowaczyk
, Amir Hossein Payberah:
An adaptive algorithm for anomaly and novelty detection in evolving data streams. Data Min. Knowl. Discov. 32(6): 1597-1633 (2018) - 2016
- [c14]Hooman Peiro Sajjad, Amir Hossein Payberah, Fatemeh Rahimian, Vladimir Vlassov
, Seif Haridi:
Boosting Vertex-Cut Partitioning for Streaming Graphs. BigData Congress 2016: 1-8 - [c13]Hanna Kavalionak, Amir Hossein Payberah, Alberto Montresor
, Jim Dowling:
NATCloud: cloud-assisted NAT-traversal service. SAC 2016: 508-513 - 2015
- [j2]Fatemeh Rahimian, Amir Hossein Payberah, Sarunas Girdzijauskas
, Márk Jelasity
, Seif Haridi:
A Distributed Algorithm for Large-Scale Graph Partitioning. ACM Trans. Auton. Adapt. Syst. 10(2): 12:1-12:24 (2015) - 2014
- [c12]Fatemeh Rahimian, Amir Hossein Payberah, Sarunas Girdzijauskas
, Seif Haridi:
Distributed Vertex-Cut Partitioning. DAIS 2014: 186-200 - 2013
- [b1]Amir Hossein Payberah:
Live Streaming in P2P and Hybrid P2P-Cloud Environments for the Open Internet. Royal Institute of Technology, Stockholm, Sweden, 2013 - [c11]Javi Jimenez, Roger Baig
, Pau Escrich Garcia, Amin M. Khan
, Felix Freitag
, Leandro Navarro
, Ermanno Pietrosemoli, Marco Zennaro
, Amir Hossein Payberah, Vladimir Vlassov
:
Supporting cloud deployment in the Guifi.net community network. GIIS 2013: 1-3 - [c10]Amir Hossein Payberah, Hanna Kavalionak, Alberto Montresor
, Jim Dowling, Seif Haridi:
Lightweight gossip-based distribution estimation. ICC 2013: 3439-3443 - [c9]Fatemeh Rahimian, Amir Hossein Payberah, Sarunas Girdzijauskas
, Márk Jelasity
, Seif Haridi:
JA-BE-JA: A Distributed Algorithm for Balanced Graph Partitioning. SASO 2013: 51-60 - 2012
- [j1]Amir Hossein Payberah, Jim Dowling, Fatemeh Rahimian, Seif Haridi:
Distributed optimization of P2P live streaming overlays. Computing 94(8-10): 621-647 (2012) - [c8]Jim Dowling, Amir Hossein Payberah:
Shuffling with a Croupier: Nat-Aware Peer-Sampling. ICDCS 2012: 102-111 - [c7]Amir Hossein Payberah, Hanna Kavalionak, Vimalkumar Kumaresan
, Alberto Montresor
, Seif Haridi:
CLive: Cloud-assisted P2P live streaming. P2P 2012: 79-90 - 2011
- [c6]Håkan Terelius, Guodong Shi, Jim Dowling, Amir Hossein Payberah, Ather Gattami, Karl Henrik Johansson
:
Converging an overlay network to a Gradient topology. CDC/ECC 2011: 7230-7235 - [c5]Amir Hossein Payberah, Jim Dowling, Seif Haridi:
Gozar: NAT-Friendly Peer Sampling with One-Hop Distributed NAT Traversal. DAIS 2011: 1-14 - [c4]Fatemeh Rahimian, Sarunas Girdzijauskas
, Amir Hossein Payberah, Seif Haridi:
Vitis: A Gossip-based Hybrid Overlay for Internet-scale Publish/Subscribe Enabling Rendezvous Routing in Unstructured Overlay Networks. IPDPS 2011: 746-757 - [c3]Amir Hossein Payberah, Jim Dowling, Seif Haridi:
GLive: The Gradient Overlay as a Market Maker for Mesh-Based P2P Live Streaming. ISPDC 2011: 153-162 - [i1]Håkan Terelius, Guodong Shi, Jim Dowling, Amir Hossein Payberah, Ather Gattami, Karl Henrik Johansson:
Converging an Overlay Network to a Gradient Topology. CoRR abs/1103.5678 (2011) - 2010
- [c2]Amir Hossein Payberah, Jim Dowling, Fatemeh Rahimian, Seif Haridi:
gradienTv: Market-Based P2P Live Media Streaming on the Gradient Overlay. DAIS 2010: 212-225 - [c1]Amir Hossein Payberah, Fatemeh Rahimian, Seif Haridi, Jim Dowling:
Sepidar: Incentivized Market-Based P2P Live-Streaming on the Gradient Overlay Network. ISM 2010: 1-8
Coauthor Index
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last updated on 2024-06-03 00:11 CEST by the dblp team
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