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Fahimeh Farahnakian

Observed names: F. Farahnakian, Farahnakian, Fahimeh
Observed institutions: Information Technology University, Geological Survey of Finland, University of Turku, Tallinn University, Savonia University of Applied Sciences, Iran University of Science and Technology
ORCID: 0000-0002-7672-9346
Observed ORCIDs: 0000-0002-7672-9346, 0009-0003-4383-5817
OpenAlex ID: A5079295224
Using Ant Colony System to Consolidate VMs for Green Cloud Computing
2014 · Fahimeh Farahnakian, Adnan Ashraf, et al. · IEEE Transactions on Services Computing · 333
A deep auto-encoder based approach for intrusion detection system
2018 · Fahimeh Farahnakian, Jukka Heikkonen · International Conference on Advanced Communication Technology · 244
LiRCUP: Linear Regression Based CPU Usage Prediction Algorithm for Live Migration of Virtual Machines in Data Centers
2013 · Fahimeh Farahnakian, Pasi Liljeberg, et al. · Euromicro Conference on Software Engineering and Advanced Applications (SEAA) · 190
Energy-Aware VM Consolidation in Cloud Data Centers Using Utilization Prediction Model
2016 · Fahimeh Farahnakian, Tapio Pahikkala, et al. · IEEE Transactions on Cloud Computing · 185
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Energy-Efficient Virtual Machines Consolidation in Cloud Data Centers Using Reinforcement Learning
2014 · Fahimeh Farahnakian, Pasi Liljeberg, et al. · Euromicro International Conference on Parallel, Distributed and Network-Based Processing (PDP) · 170
A deep auto-encoder based approach for intrusion detection system
2018 · Fahimeh Farahnakian, Jukka Heikkonen · International Conference on Advanced Communication Technology · 150
Utilization Prediction Aware VM Consolidation Approach for Green Cloud Computing
2015 · Fahimeh Farahnakian, Tapio Pahikkala, et al. · IEEE ... International Conference on Cloud Computing · 108
HARAQ: Congestion-Aware Learning Model for Highly Adaptive Routing Algorithm in On-Chip Networks
2012 · Masoumeh Ebrahimi, Masoud Daneshtalab, et al. · IEEE/ACM International Symposium on Networks-on-Chip (NOCS) · 99
Energy Aware Consolidation Algorithm Based on K-Nearest Neighbor Regression for Cloud Data Centers
2013 · Fahimeh Farahnakian, Tapio Pahikkala, et al. · IEEE/ACM International Conference on Utility and Cloud Computing (UCC) · 94
Deep Learning Based Multi-Modal Fusion Architectures for Maritime Vessel Detection
2020 · Fahimeh Farahnakian, Jukka Heikkonen · Remote Sensing · 86
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Q-learning based congestion-aware routing algorithm for on-chip network
2011 · Fahimeh Farahnakian, Masoumeh Ebrahimi, et al. · Networked Embedded Systems for Enterprise Applications · 69
A Comprehensive Study of Clustering-Based Techniques for Detecting Abnormal Vessel Behavior
2023 · Farshad Farahnakian, Florent Nicolas, et al. · Remote Sensing · 51
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An Efficient Multi-sensor Fusion Approach for Object Detection in Maritime Environments
2018 · Mohammad-Hashem Haghbayan, Fahimeh Farahnakian, et al. · IEEE International Conference on Intelligent Transportation Systems (ITSC) · 49
Energy-Aware Dynamic VM Consolidation in Cloud Data Centers Using Ant Colony System
2014 · Fahimeh Farahnakian, Adnan Ashraf, et al. · IEEE ... International Conference on Cloud Computing · 49
Addressing imbalanced data for machine learning based mineral prospectivity mapping
2024 · Fahimeh Farahnakian, Javad Sheikh, et al. · Ore Geology Reviews · 36
A comparative study of state-of-the-art deep learning architectures for rice grain classification
2023 · Farshad Farahnakian, Javad Sheikh, et al. · Journal of Agriculture and Food Research · 35
Adaptive reinforcement learning method for networks-on-chip
2012 · Fahimeh Farahnakian, Masoumeh Ebrahimi, et al. · International Conference on Embedded Computer Systems: Architectures, Modeling, and Simulation · 33
Pose Estimation of Hurdles Athletes using OpenPose
2021 · Pouya Jafarzadeh, Petra Virjonen, et al. · International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME) · 26
Bi-LCQ: A low-weight clustering-based Q-learning approach for NoCs
2013 · F. Farahnakian, M. Ebrahimi, et al. · Microprocessors and Microsystems · 24
Comparing CNN-Based Object Detectors on Two Novel Maritime Datasets
2020 · Valentin Soloviev, Fahimeh Farahnakian, et al. · IEEE International Conference on Multimedia & Expo Workshops (ICMEW) · 22
Multi-agent Based Architecture for Dynamic VM Consolidation in Cloud Data Centers
2014 · Fahimeh Farahnakian, Tapio Pahikkala, et al. · Euromicro Conference on Software Engineering and Advanced Applications (SEAA) · 22
Optimized Q-learning model for distributing traffic in on-Chip Networks
2012 · Fahimeh Farahnakian, Masoumeh Ebrahimi, et al. · Networked Embedded Systems for Enterprise Applications · 22
Object Detection Based on Multi-sensor Proposal Fusion in Maritime Environment
2018 · Fahimeh Farahnakian, Mohammad-Hashem Haghbayan, et al. · International Conference on Machine Learning and Applications · 21
Towards Autonomous Industrial Warehouse Inspection
2021 · Fahimeh Farahnakian, Lauri Koivunen, et al. · International Conference on Automation and Computing (ICAC) · 20
Hierarchical VM Management Architecture for Cloud Data Centers
2014 · Fahimeh Farahnakian, Pasi Liljeberg, et al. · IEEE International Conference on Cloud Computing Technology and Science · 20
Works count: 73
Citation count: 2,388
H-index: 22
I10-index: 35
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