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2020 – today
- 2024
[j6]Zahra Ghorrati
, Ahmad Esmaeili, Eric T. Matson:
A Multi-Section Hierarchical Deep Neural Network Model for Time Series Classification: Applied to Wearable Sensor-Based Human Activity Recognition. IEEE Access 12: 137851-137869 (2024)- [c8]Ahmad Esmaeili, Zahra Ghorrati, Eric T. Matson:
Holonic Learning: A Flexible Agent-based Distributed Machine Learning Framework. AAMAS 2024: 525-533 - [i6]Ahmad Esmaeili, Zahra Ghorrati, Eric T. Matson:
Holonic Learning: A Flexible Agent-based Distributed Machine Learning Framework. CoRR abs/2401.10839 (2024) - 2023
- [j5]Ahmad Esmaeili, Zahra Ghorrati, Eric T. Matson:
Agent-Based Collaborative Random Search for Hyperparameter Tuning and Global Function Optimization. Syst. 11(5): 228 (2023) - [c7]Ahmad Esmaeili, Zahra Ghorrati, Eric T. Matson:
Distributed Agent-Based Collaborative Learning in Cross-Individual Wearable Sensor-Based Human Activity Recognition. IRC 2023: 381-388 - [i5]Ahmad Esmaeili, Zahra Ghorrati, Eric T. Matson:
Agent-based Collaborative Random Search for Hyper-parameter Tuning and Global Function Optimization. CoRR abs/2303.03394 (2023) - [i4]Ahmad Esmaeili, Julia Taylor Rayz, Eric T. Matson:
Hybrid Algorithm Selection and Hyperparameter Tuning on Distributed Machine Learning Resources: A Hierarchical Agent-based Approach. CoRR abs/2309.06604 (2023) - [i3]Ahmad Esmaeili, Zahra Ghorrati, Eric T. Matson:
Distributed Agent-Based Collaborative Learning in Cross-Individual Wearable Sensor-Based Human Activity Recognition. CoRR abs/2311.04236 (2023) - 2022
- [c6]Ahmad Esmaeili, Zahra Ghorrati, Eric T. Matson:
Hierarchical Collaborative Hyper-Parameter Tuning. PAAMS 2022: 127-139 - [i2]Ahmad Esmaeili, Zahra Ghorrati, Eric Matson:
Hierarchical Collaborative Hyper-parameter Tuning. CoRR abs/2205.05272 (2022) - 2021
- [j4]Ahmad Esmaeili, John C. Gallagher, John A. Springer, Eric T. Matson:
HAMLET: A Hierarchical Agent-based Machine Learning Platform. ACM Trans. Auton. Adapt. Syst. 16(3-4): 1-46 (2021) - 2020
- [i1]Ahmad Esmaeili, John C. Gallagher, John A. Springer, Eric T. Matson:
HAMLET: A Hierarchical Agent-based Machine Learning Platform. CoRR abs/2010.04894 (2020)
2010 – 2019
- 2019
- [c5]Ahmad Esmaeili, Nasser Mozayani, Mohammad Reza Jahed-Motlagh, Eric T. Matson:
Towards Topological Analysis of Networked Holonic Multi-agent Systems. PAAMS 2019: 42-54 - 2018
- [c4]Ahmad Esmaeili, Zahra Ghorrati, Eric Matson:
Multi-agent Cooperation Using Snow-Drift Evolutionary Game Model: Case Study in Foraging Task. IRC 2018: 308-312 - 2017
- [j3]Ahmad Esmaeili, Nasser Mozayani, Mohammad Reza Jahed-Motlagh, Eric T. Matson:
A socially-based distributed self-organizing algorithm for holonic multi-agent systems: Case study in a task environment. Cogn. Syst. Res. 43: 21-44 (2017) - 2016
- [j2]Ahmad Esmaeili, Nasser Mozayani, Mohammad Reza Jahed-Motlagh, Eric T. Matson:
The impact of diversity on performance of holonic multi-agent systems. Eng. Appl. Artif. Intell. 55: 186-201 (2016) - 2015
- [c3]Mauricio Gomez, Bakytgul Khaday, Adalberto Gonzalez, Ahmad Esmaeili, Eric T. Matson:
Golf-Playing DARwIn-OP: A Theoretical Approach. RiTA 2015: 411-421 - 2012
- [c2]Monireh Abdoos, Ahmad Esmaeili, Nasser Mozayani:
Holonification of a Network of Agents Based on Graph Theory. KES-AMSTA 2012: 379-388 - 2010
- [j1]Ahmad Esmaeili, Nasser Mozayani:
HoloJade: A Role Based Holonic Extension for JADE. Int. J. Agent Technol. Syst. 2(2): 49-63 (2010) - [c1]Ahmad Esmaeili, Nasser Mozayani:
Improving Multi-agent Negotiations Using Multi-Objective PSO Algorithm. KES-AMSTA (1) 2010: 92-101
Coauthor Index
aka: Eric Matson
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