A. Atyabi

Most-cited papers

A Comprehensive Review of Swarm Optimization Algorithms
M. N. Ab Wahab, S. Nefti-Meziani, A. Atyabi
2015PLoS ONE532 citations Open access
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A comparative review on mobile robot path planning: Classical or meta-heuristic methods?
M. N. A. Wahab, S. Nefti-Meziani, A. Atyabi
2020Annual Reviews in Control220 citations Open access
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Novel Design of a Soft Lightweight Pneumatic Continuum Robot Arm with Decoupled Variable Stiffness and Positioning
M. Giannaccini, Chaoqun Xiang, A. Atyabi, Theodoros Theodoridis +2 more
2017Soft Robotics148 citations Open access
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Current advancements on autonomous mission planning and management systems: An AUV and UAV perspective
A. Atyabi, S. M. Zadeh, S. Nefti-Meziani
2020Annual Reviews in Control85 citations Open access
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The Autism Biomarkers Consortium for Clinical Trials: Initial Evaluation of a Battery of Candidate EEG Biomarkers
S. Webb, A. Naples, A. Levin, Gerhard Hellemann +20 more
2022American Journal of Psychiatry79 citations
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The Autism Biomarkers Consortium for Clinical Trials: evaluation of a battery of candidate eye-tracking biomarkers for use in autism clinical trials
F. Shic, A. Naples, Erin C. Barney, Shou An Chang +24 more
2022Molecular Autism71 citations Open access
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UUV’s Hierarchical DE-Based Motion Planning in a Semi Dynamic Underwater Wireless Sensor Network
S. Mahmoudzadeh, D. Powers, A. Atyabi
2019IEEE Transactions on Cybernetics64 citations Open access
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Review of classical and heuristic-based navigation and path planning approaches
A. Atyabi, D. Powers
201359 citations
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Predicting the Valence of a Scene from Observers’ Eye Movements
Hamed R.-Tavakoli, A. Atyabi, Antti Rantanen, S. Laukka +2 more
2015PLoS ONE47 citations Open access
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Mixture of autoregressive modeling orders and its implication on single trial EEG classification
A. Atyabi, F. Shic, A. Naples
2016Expert systems with applications46 citations Open access
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Efficient AUV Path Planning in Time-Variant Underwater Environment Using Differential Evolution Algorithm
S. Mahmoudzadeh, D. Powers, A. Yazdani, K. Sammut +1 more
2018Journal of Marine Science and Application42 citations Open access
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PSO-based dimension reduction of EEG recordings: Implications for subject transfer in BCI
A. Atyabi, Martin H. Luerssen, D. Powers
2013Neurocomputing40 citations
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Applying Area Extension PSO in Robotic Swarm
A. Atyabi, S. Phon-Amnuaisuk, C. Ho
2010J. Intell. Robotic Syst.39 citations
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Navigating a robotic swarm in an uncharted 2D landscape
A. Atyabi, S. Phon-Amnuaisuk, C. Ho
2010Applied Soft Computing36 citations
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Evolutionary feature selection and electrode reduction for EEG classification
A. Atyabi, Martin H. Luerssen, S. Fitzgibbon, D. Powers
2012IEEE Congress on Evolutionary Computation34 citations
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Hybrid Motion Planning Task Allocation Model for AUV’s Safe Maneuvering in a Realistic Ocean Environment
Somaiyeh MahmoudZadeh, D. Powers, K. Sammut, A. Yazdani +1 more
2018Journal of Intelligent and Robotic Systems33 citations Open access
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Stratification of Children with Autism Spectrum Disorder Through Fusion of Temporal Information in Eye-gaze Scan-Paths
A. Atyabi, F. Shic, Jiajun Jiang, Claire E. Foster +5 more
2022ACM Transactions on Knowledge Discovery from Data28 citations Open access
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Social Influences on Executive Functioning in Autism: Design of a Mobile Gaming Platform
Beibin Li, A. Atyabi, Minah Kim, Erin C. Barney +9 more
2018International Conference on Human Factors in Computing Systems28 citations Open access
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Dimension reduction in EEG data using Particle Swarm Optimization
A. Atyabi, Martin H. Luerssen, S. Fitzgibbon, D. Powers
2012IEEE Congress on Evolutionary Computation19 citations
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The Problem of Cross-Validation: Averaging and Bias, Repetition and Significance
David M. W. Powers, A. Atyabi
2012Spring Congress on Engineering and Technology18 citations
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Particle swarm optimization with area extension (AEPSO)
A. Atyabi, S. Phon-Amnuaisuk
2007IEEE Congress on Evolutionary Computation17 citations
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Adapting subject-independent task-specific EEG feature masks using PSO
A. Atyabi, Martin H. Luerssen, S. Fitzgibbon, D. Powers
2012IEEE Congress on Evolutionary Computation16 citations Open access
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Correction: Predicting the Valence of a Scene from Observers' Eye Movements
Hamed R.-Tavakoli, A. Atyabi, Antti Rantanen, S. Laukka +2 more
2015PLoS ONE15 citations Open access
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Reducing training requirements through evolutionary based dimension reduction and subject transfer
A. Atyabi, Martin H. Luerssen, S. Fitzgibbon, T. Lewis +1 more
2016Neurocomputing14 citations Open access
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The impact of segmentation and replication on non-overlapping windows: An EEG study
A. Atyabi, David M. W. Powers
20122012 IEEE International Conference on Information Science and Technology14 citations
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A hierarchal planning framework for AUV mission management in a spatiotemporal varying ocean
Somaiyeh MahmoudZadeh, David M. W. Powers, K. Sammut, A. Atyabi +1 more
2018Computers & electrical engineering13 citations Open access
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The use of evolutionary algorithm-based methods in EEG based BCI systems
A. Atyabi, Martin H. Luerssen, S. Fitzgibbon, D. Powers
201213 citations
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Multiplying the Mileage of Your Dataset with Subwindowing
A. Atyabi, S. Fitzgibbon, D. Powers
2011Brain Informatics13 citations Open access
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The Impact of PSO Based Dimension Reduction on EEG Classification
A. Atyabi, Martin H. Luerssen, S. Fitzgibbon, D. Powers
2012Brain Informatics12 citations
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The use of area extended particle swarm optimization (AEPSO) in swarm robotics
A. Atyabi, D. Powers
2010International Conference on Control, Automation, Robotics and Vision12 citations
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Soft Voting Strategy for Multi-Modal Emotion Recognition Using Deep-learning- Facial Images and EEG
Uma Chinta, J. Kalita, A. Atyabi
2023Computing and Communication Workshop and Conference11 citations
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Social Engineering Attacks and Defenses in the Physical World vs. Cyberspace: A Contrast Study
Rosana Montañez Rodriguez, A. Atyabi, Shou-Huai Xu
2022arXiv.org11 citations Open access
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Cross-Subject & Cross-Dataset Subject Transfer in Motor Imagery BCI systems*
Teddy Zaremba, A. Atyabi
2022IEEE International Joint Conference on Neural Network11 citations
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Cooperative Area Extension of PSO - Transfer Learning vs. Uncertainty in a Simulated Swarm Robotics
A. Atyabi, D. Powers
2013International Conference on Informatics in Control, Automation and Robotics11 citations Open access
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Biasing the overlapping and non-overlapping sub-windows of EEG recording
A. Atyabi, S. Fitzgibbon, D. Powers
2012IEEE International Joint Conference on Neural Network11 citations Open access
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Triplet Loss-less Center Loss Sampling Strategies in Facial Expression Recognition Scenarios
Hossein Rajoli, Fatemeh Lotfi, A. Atyabi, Fatemeh Afghah
2023Annual Conference on Information Sciences and Systems9 citations Open access
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Mobile ascertainment of smoking status through breath: A machine learning approach
Stephanie Valencia, Megan Smith, A. Atyabi, F. Shic
2016Ubiquitous Computing, Electronics & Mobile Communication Conference9 citations
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Particle Swarm Optimizations : A Critical Review
A. Atyabi
20078 citations
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Learning Oculomotor Behaviors from Scanpath
Beibin Li, Nicholas Nuechterlein, Erin C. Barney, Claire E. Foster +8 more
2021International Conference on Multimodal Interaction7 citations Open access
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Multiplication of EEG Samples through Replicating, Biasing, and Overlapping
A. Atyabi, S. Fitzgibbon, D. Powers
2012Brain Informatics7 citations Open access
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Navigating Agents In Uncertain Environments Using Particle Swarm Optimisation
A. Atyabi
20087 citations
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Internet-based Social Engineering Attacks, Defenses and Psychology: A Survey
Theodore Longtchi, Rosana Montañez Rodriguez, Laith Al-Shawaf, A. Atyabi +1 more
20225 citations
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Cooperative learning of homogeneous and heterogeneous particles in Area Extension PSO
A. Atyabi, S. Phon-Amnuaisuk, C. Ho
20082008 IEEE Congress on Evolutionary Computation (IEEE World Congress on Computational Intelligence)5 citations
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SoK: Why Have Defenses against Social Engineering Attacks Achieved Limited Success?
Theodore Longtchi, Rosana Montañez Rodriguez, Laith Al-Shawaf, A. Atyabi +1 more
2022arXiv.org4 citations Open access
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An exploratory analysis targeting diagnostic classification of AAC app usage patterns
A. Atyabi, Beibin Li, Y. Ahn, Minah Kim +2 more
2017IEEE International Joint Conference on Neural Network4 citations
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Implication of Subject Transfer in Motor Imagery Brain Computer Interfacing systems*
Daniel Theng, A. Atyabi
2022IEEE International Joint Conference on Neural Network3 citations
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Thinking Head MulSeMedia: A Storytelling Environment for Embodied Language Learning
T. A. F. Anderson, Zhi-Hong Chen, Ye Wen, Marissa Milne +8 more
20123 citations
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A Framework Pipeline to Address Imbalanced Class Distribution Problem in Real-world Datasets
Uma Chinta, A. Atyabi
2023Computing and Communication Workshop and Conference2 citations
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The Impact of Dynamic Adjustment of Swarm Behavior on Particle Swarm Optimization Performance using Benchmark Functions
Mohd Nadhir Ab Wahab, S. Nefti-Meziani, A. Atyabi
2023Computing and Communication Workshop and Conference2 citations
Semantic Scholar
Large-scale Investigations of AAC Usage Patterns: Trends, Autism, and Stacked Autoencoders
A. Atyabi, L. Boccanfuso, J. C. Snider, Minah Kim +5 more
2023Computing and Communication Workshop and Conference2 citations
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