| Ensemble decision forest of RBF networks via hybrid feature clustering approach for high-dimensional data classification S Abpeykar, M Ghatee, H Zare Computational statistics & data analysis 131, 12-36, 2019 | 33 | 2019 |
| An ensemble of RBF neural networks in decision tree structure with knowledge transferring to accelerate multi-classification S Abpeykar, M Ghatee Neural Computing and Applications 31, 7131-7151, 2019 | 30 | 2019 |
| Supervised and unsupervised learning DSS for incident management in intelligent tunnel: A case study in Tehran Niayesh tunnel S Abpeykar, M Ghatee Tunnelling and underground space technology 42, 293-306, 2014 | 18 | 2014 |
| Frontier-led swarming: Robust multi-robot coverage of unknown environments VP Tran, MA Garratt, K Kasmarik, SG Anavatti, S Abpeikar Swarm and Evolutionary Computation 75, 101171, 2022 | 17 | 2022 |
| Adaptive neural tree exploiting expert nodes to classify high-dimensional data S Abpeikar, M Ghatee, GL Foresti, C Micheloni Neural Networks 124, 20-38, 2020 | 15 | 2020 |
| Automatic collective motion tuning using actor-critic deep reinforcement learning S Abpeikar, K Kasmarik, M Garratt, R Hunjet, MM Khan, H Qiu Swarm and Evolutionary Computation 72, 101085, 2022 | 14 | 2022 |
| Neural trees with peer-to-peer and server-to-client knowledge transferring models for high-dimensional data classification S Abpeykar, M Ghatee Expert Systems with Applications 137, 281-291, 2019 | 11 | 2019 |
| Autonomous recognition of collective behaviour in robot swarms K Kasmarik, S Abpeikar, MM Khan, N Khattab, M Barlow, M Garratt AI 2020: Advances in Artificial Intelligence: 33rd Australasian Joint …, 2020 | 10 | 2020 |
| Transfer learning for autonomous recognition of swarm behaviour in UGVs S Abpeikar, K Kasmarik, PV Tran, M Garratt Australasian Joint Conference on Artificial Intelligence, 531-542, 2022 | 6 | 2022 |
| Tuning swarm behavior for environmental sensing tasks represented as coverage problems S Abpeikar, K Kasmarik, PV Tran, M Garratt, S Anavatti, MM Khan Artificial Intelligence and Data Science in Environmental Sensing, 155-178, 2022 | 6 | 2022 |
| Decent direction methods on the feasible region recognized by supervised learning metamodels to solve unstructured problems S Abpeykar, M Ghatee Journal of Information and Optimization Sciences 39 (6), 1245-1262, 2018 | 5 | 2018 |
| A real-time decision support system for bridge management based on the rules generalized by CART decision tree and SMO algorithms S Abpeykar, M Ghatee arXiv preprint arXiv:1803.01412, 2018 | 3 | 2018 |
| Motion behaviour recognition dataset collected from human perception of collective motion behaviour S Abpeikar, K Kasmarik Data in Brief 47, 108976, 2023 | 1 | 2023 |
| Generating Collective Motion Behaviour Libraries Using Developmental Evolution M Khan, K Kasmarik, M Barlow, S Abpeikar, H Qiu, E Debie, M Garratt Australasian Joint Conference on Artificial Intelligence, 441-452, 2023 | | 2023 |
| Automatic Multi-Class Collective Motion Recognition Using a Decision Forest Extracted from Neural Networks S Abpeikar, K Kasmarik, M Garratt 2023 IEEE Region 10 Symposium (TENSYMP), 1-6, 2023 | | 2023 |
| Automatic Recognition of Collective Emergent Behaviours using Behavioural Metrics S Yang, D Samarasinghe, A Arukgoda, S Abpeikar, E Lakshika, M Barlow IEEE Access, 2023 | | 2023 |
| Autonomous Recognition of Collective Motion Behaviours in Robotic Swarms from Video using a Deep Neural Network N Khattab, S Abpeikar, K Kasmarik, M Garratt 2023 International Joint Conference on Neural Networks (IJCNN), 1-8, 2023 | | 2023 |
| Iterative transfer learning for automatic collective motion tuning on multiple robot platforms S Abpeikar, K Kasmarik, M Garratt Frontiers in Neurorobotics 17, 1113991, 2023 | | 2023 |
| Reinforcement Learning for Collective Motion Tuning in the Presence of Extrinsic Goals S Abpeikar, K Kasmarik, M Garratt Australasian Joint Conference on Artificial Intelligence, 761-774, 2022 | | 2022 |
| Visualisation of Swarm Metrics on a Handheld Device for Human-Swarm Interaction LG Jeston-Fenton, S Abpeikar, K Kasmarik 2022 26th International Conference Information Visualisation (IV), 149-154, 2022 | | 2022 |
Mehdi GhateeFull Professor of Computer Science, Amirkabir University of Technology, Tehran, IranAdresse e-mail validée de aut.ac.ir
