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Works (31)

Prediction-guided multi-objective reinforcement learning with corner solution search

Computers and Electrical Engineering
2025-03 | Journal article
DOI: 10.1016/j.compeleceng.2024.109964
Contributors: Oladayo S. Ajani; Ivan Fenyom; Daison Darlan; Rammohan Mallipeddi
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Entropy-weighted medoid shift: An automated clustering algorithm for high-dimensional data

Applied Soft Computing
2025-01 | Journal article
DOI: 10.1016/j.asoc.2024.112347
Contributors: Abhishek Kumar; Oladayo S. Ajani; Swagatam Das; Rammohan Mallipeddi
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Genetic Algorithm Guided Image Channel Selection for Skin Lesion Segmentation

IEEE Access
2024 | Journal article
DOI: 10.1109/ACCESS.2024.3462939
Contributors: Nazarov Jasurbek; Dzeuban Fenyom Ivan; Oladayo S. Ajani; Rammohan Mallipeddi
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Multi-indicator based multi-objective evolutionary algorithm with application to neural architecture search

International Journal of Machine Learning and Cybernetics
2024 | Journal article
DOI: 10.1007/S13042-024-02300-6
WOSUID: WOS:001298790400001
Contributors: Ajani, Oladayo S.; Darlan, Daison; Ivan, Dzeuban Fenyom; Mallipeddi, Rammohan
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Predicting early mycotoxin contamination in stored wheat using machine learning

Journal of Stored Products Research
2024 | Journal article
DOI: 10.1016/J.JSPR.2024.102294
WOSUID: WOS:001222140000001
Contributors: Kim, Yonggik; Kang, Seokho; Ajani, Oladayo Solomon; Mallipeddi, Rammohan; Ha, Yushin
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Predicting the properties of wheat flour from grains during debranning: A machine learning approach

Heliyon
2024 | Journal article
DOI: 10.1016/J.HELIYON.2024.E36472
WOSUID: WOS:001312741200001
Contributors: Kang, Seokho; Kim, Yonggik; Ajani, Oladayo S.; Mallipeddi, Rammohan; Ha, Yushin
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Priority-Encoder Ensemble for Speech Recognition

IEEE Access
2024 | Journal article
DOI: 10.1109/ACCESS.2024.3454221
Contributors: Dzeuban Fenyom Ivan; Daison Darlan; Adeyinka Adedigba; Oladayo S. Ajani; Rammohan Mallipeddi; Hwang Jae Joo
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Reinforcement Learning-assisted Evolutionary Algorithm: A Survey and Research Opportunities

ArXiv
2024 | Journal article
WOSUID: PPRN:84504152
Contributors: Song, Yanjie; Wu, Yutong; Guo, Yangyang; Yan, Ran; Suganthan, Ponnuthurai Nagaratnam; Zhang, Yue; Pedrycz, Witold; Das, Swagatam; Mallipeddi, Rammohan; Ajani, Oladayo Solomon et al.
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Deep reinforcement learning as multiobjective optimization benchmarks: Problem formulation and performance assessment

Swarm and Evolutionary Computation
2024-10 | Journal article
DOI: 10.1016/j.swevo.2024.101692
Contributors: Oladayo S. Ajani; Dzeuban Fenyom Ivan; Daison Darlan; P.N. Suganthan; Kaizhou Gao; Rammohan Mallipeddi
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Covariance matrix adaptation evolution strategy based on ensemble of mutations for parking navigation and maneuver of autonomous vehicles

Expert Systems with Applications
2024-09 | Journal article
DOI: 10.1016/j.eswa.2024.123565
Contributors: Esther Tolulope Aboyeji; Oladayo S. Ajani; Rammohan Mallipeddi
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Covariance matrix adaptation evolution strategy based on correlated evolution paths with application to reinforcement learning

Expert Systems with Applications
2024-07 | Journal article
DOI: 10.1016/j.eswa.2024.123289
Contributors: Oladayo S. Ajani; Abhishek Kumar; Rammohan Mallipeddi
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Reinforcement learning-assisted evolutionary algorithm: A survey and research opportunities

Swarm and Evolutionary Computation
2024-04 | Journal article
DOI: 10.1016/j.swevo.2024.101517
Contributors: Yanjie Song; Yutong Wu; Yangyang Guo; Ran Yan; Ponnuthurai Nagaratnam Suganthan; Yue Zhang; Witold Pedrycz; Swagatam Das; Rammohan Mallipeddi; Oladayo Solomon Ajani et al.
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<italic>I<sup>c</sup><sub>SDE+</sub></italic>- AN INDICATOR FOR CONSTRAINED MULTI-OBJECTIVE OPTIMIZATION

ArXiv
2023 | Journal article
WOSUID: PPRN:72764986
Contributors: Ajani, Oladayo; Mallipeddi, Rammohan; Raju, M Sri Srinivasa
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A genetic programming-based optimal sensor placement for greenhouse monitoring and control

Frontiers in Plant Science
2023 | Journal article
DOI: 10.3389/FPLS.2023.1152036
WOSUID: WOS:001012817300001
Contributors: Ajani, Oladayo S.; Aboyeji, Esther; Mallipeddi, Rammohan; Uyeh, Daniel Dooyum; Ha, Yushin; Park, Tusan
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Effect of Number of Lanes on Traffic Characteristics of Reinforcement Learning Based Autonomous Driving

IEEE Access
2023 | Journal article
DOI: 10.1109/ACCESS.2023.3299860
Contributors: Esther Aboyeji; Oladayo S. Ajani; Rammohan Mallipeddi
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Lunar Landing Site Selection using Machine Learning

International Conference on Machine Intelligence for Geoanalytics and Remote Sensing, Migars
2023 | Journal article
DOI: 10.1109/MIGARS57353.2023.10064571
WOSUID: WOS:000982344200015
Contributors: Darlan, Daison; Ajani, Oladayo S.; Mallipeddi, Rammohan
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Recognizing Social Touch Gestures using Optimized Class-weighted CNN-LSTM Networks

IEEE International Conference on Robot and Human Interactive Communication
2023 | Conference paper
DOI: 10.1109/RO-MAN57019.2023.10309595
WOSUID: WOS:001108678600263
Contributors: Darlan, Daison; Ajani, Oladayo S.; Parque, Victor; Mallipeddi, Rammohan
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Robotic Assistance in Radiology: A Covid-19 Scenario

IEEE Access
2023 | Journal article
DOI: 10.1109/ACCESS.2023.3277526
Contributors: Oladayo S. Ajani; Hammed Obasekore; Bo-Yeong Kang; Mallipeddi Rammohan
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Evaluating Domain Randomization in Deep Reinforcement Learning Locomotion Tasks

Mathematics
2023-11-23 | Journal article
DOI: 10.3390/math11234744
Contributors: Oladayo S. Ajani; Sung-ho Hur; Rammohan Mallipeddi
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Pareto-based Dynamic Difficulty Adjustment of a competitive exergame for arm rehabilitation

International Journal of Human-Computer Studies
2023-10 | Journal article
DOI: 10.1016/j.ijhcs.2023.103100
Contributors: Oladayo S. Ajani; Rammohan Mallipeddi
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Greenhouse Micro-Climate Prediction Based on Fixed Sensor Placements: A Machine Learning Approach

Mathematics
2023-07-10 | Journal article
DOI: 10.3390/math11143052
Contributors: Oladayo S. Ajani; Member Joy Usigbe; Esther Aboyeji; Daniel Dooyum Uyeh; Yushin Ha; Tusan Park; Rammohan Mallipeddi
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Optimization-Based Energy Disaggregation: A Constrained Multi-Objective Approach

Mathematics
2023-01-20 | Journal article
DOI: 10.3390/math11030563
Contributors: Jeewon Park; Oladayo S. Ajani; Rammohan Mallipeddi
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Adaptive evolution strategy with ensemble of mutations for Reinforcement Learning

Knowledge-Based Systems
2022 | Journal article
DOI: 10.1016/J.KNOSYS.2022.108624
WOSUID: WOS:000802978200019
Contributors: Ajani, Oladayo S.; Mallipeddi, Rammohan
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GridShift: A Faster Mode-seeking Algorithm for Image Segmentation and Object Tracking

IEEE Conference on Computer Vision and Pattern Recognition
2022 | Conference paper
DOI: 10.1109/CVPR52688.2022.00796
WOSUID: WOS:000870759101018
Contributors: Kumar, Abhishek; Ajani, Oladayo S.; Das, Swagatam; Mallipeddi, Rammohan
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Benchmarking Optimization-Based Energy Disaggregation Algorithms

Energies
2022-02-22 | Journal article
DOI: 10.3390/en15051600
Contributors: Oladayo S. Ajani; Abhishek Kumar; Rammohan Mallipeddi; Swagatam Das; Ponnuthurai Nagaratnam Suganthan
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Development of an autonomous robotic system for beard shaving assistance of disabled people based on an adaptive force tracking impedance control

Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science
2021-01-24 | Journal article
DOI: 10.1177/0954406220984821
Part of ISSN: 0954-4062
Part of ISSN: 2041-2983
Source: Self-asserted source
Oladayo Ajani
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Hybrid Force Tracking Impedance Control-Based Autonomous Robotic System for Tooth Brushing Assistance of Disabled People

IEEE Transactions on Medical Robotics and Bionics
2020-11 | Journal article
DOI: 10.1109/TMRB.2020.3030317
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Oladayo Ajani
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Towards Development of an Autonomous Robotic System for Beard Shaving Assistance for Disabled People

IEEE International Conference on Systems, Man, and Cybernetics
2019 | Conference paper
WOSUID: WOS:000521353903073
Contributors: Oladayo, Ajani S.; Assal, Samy F. M.; El-Hussieny, Haitham
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Towards Development of an Autonomous Robotic System for Beard Shaving Assistance for Disabled People

2019 IEEE International Conference on Systems, Man and Cybernetics (SMC)
2019-10 | Conference paper
DOI: 10.1109/smc.2019.8914408
Part of ISBN: 9781728145693
Source: Self-asserted source
Oladayo Ajani

Benchmarking Learning Networks on Eat-Sleep Conditions

2019 IEEE 1st Global Conference on Life Sciences and Technologies (LifeTech)
2019-03 | Conference paper
DOI: 10.1109/lifetech.2019.8883998
Part of ISBN: 9781728105437
Source: Self-asserted source
Oladayo Ajani

On Planning Distributed Minimal Sensor Networks

2019 IEEE 1st Global Conference on Life Sciences and Technologies (LifeTech)
2019-03 | Conference paper
DOI: 10.1109/lifetech.2019.8884022
Part of ISBN: 9781728105437
Source: Self-asserted source
Oladayo Ajani

Peer review (38 reviews for 7 publications/grants)

Review activity for Computers & electrical engineering. (5)
Review activity for Engineering applications of artificial intelligence. (8)
Review activity for IEEE transactions on evolutionary computation : (1)
Review activity for IEEE transactions on industrial electronics : (1)
Review activity for IEEE transactions on systems, man, and cybernetics. (18)
Review activity for Information sciences. (3)
Review activity for Swarm and evolutionary computation. (2)
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