Seyed Mohammad Jafar Jalali

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 41

Top Topics

Comparative Study

Optimization Algorithm

Top Venues

Expert Syst. Appl.

Publications

Ali Al Bataineh, Seyed Mohammad Jafar Jalali, Seyed Jalaleddin Mousavirad, Amirmehdi Yazdani, Syed Mohammed Shamsul Islam, Abbas Khosravi
An efficient hybrid extreme learning machine and evolutionary framework with applications for medical diagnosis. Expert Syst. J. Knowl. Eng. 41 (4) (2024)
Narges Saeedizadeh, Seyed Mohammad Jafar Jalali, Burhan Khan, Parham Mohsenzadeh Kebria, Shady M. K. Mohamed
A new optimization approach based on neural architecture search to enhance deep U-Net for efficient road segmentation. Knowl. Based Syst. 296 (2024)
Seyed Mohammad Jafar Jalali, Fateme Fahiman, Mahdi Khodayar
RLIDT: A Novel Reinforcement Learning-Infused Deep Transformer Model for Multivariate Electricity Load Forecasting. ECAI (2024)
Hussain Mohammed Dipu Kabir, Moloud Abdar, Abbas Khosravi, Seyed Mohammad Jafar Jalali, Amir F. Atiya, Saeid Nahavandi, Dipti Srinivasan
SpinalNet: Deep Neural Network With Gradual Input. IEEE Trans. Artif. Intell. 4 (5) (2023)
Parul Arora, Seyed Mohammad Jafar Jalali, Sajad Ahmadian, Bijaya K. Panigrahi, Ponnuthurai N. Suganthan, Abbas Khosravi
Probabilistic Wind Power Forecasting Using Optimized Deep Auto-Regressive Recurrent Neural Networks. IEEE Trans. Ind. Informatics 19 (3) (2023)
Md Kislu Noman, Syed Mohammed Shamsul Islam, Jumana Abu-Khalaf, Seyed Mohammad Jafar Jalali, Paul Lavery
Improving accuracy and efficiency in seagrass detection using state-of-the-art AI techniques. Ecol. Informatics 76 (2023)
Mehrdad Rostami, Vahid Farrahi, Sajad Ahmadian, Seyed Mohammad Jafar Jalali, Mourad Oussalah
A novel healthy and time-aware food recommender system using attributed community detection. Expert Syst. Appl. 221 (2023)
Mohsen Saffari, Mahdi Khodayar, Seyed Mohammad Jafar Jalali
Sparse Adversarial Unsupervised Domain Adaptation With Deep Dictionary Learning for Traffic Scene Classification. IEEE Trans. Emerg. Top. Comput. Intell. 7 (4) (2023)
Hossein Mehnatkesh, Seyed Mohammad Jafar Jalali, Abbas Khosravi, Saeid Nahavandi
An intelligent driven deep residual learning framework for brain tumor classification using MRI images. Expert Syst. Appl. 213 (Part) (2023)
Sajad Ahmadian, Mehrdad Rostami, Seyed Mohammad Jafar Jalali, Mourad Oussalah, Vahid Farrahi
Healthy Food Recommendation Using a Time-Aware Community Detection Approach and Reliability Measurement. Int. J. Comput. Intell. Syst. 15 (1) (2022)
Sajad Ahmadian, Seyed Mohammad Jafar Jalali, Saeid Raziani, Abdolah Chalechale
An efficient cardiovascular disease detection model based on multilayer perceptron and moth-flame optimization. Expert Syst. J. Knowl. Eng. 39 (4) (2022)
Seyed Mohammad Jafar Jalali, Milad Ahmadian, Sajad Ahmadian, Rachid Hedjam, Abbas Khosravi, Saeid Nahavandi
X-ray image based COVID-19 detection using evolutionary deep learning approach. Expert Syst. Appl. 201 (2022)
Ali Al Bataineh, Devinder Kaur, Seyed Mohammad Jafar Jalali
Multi-Layer Perceptron Training Optimization Using Nature Inspired Computing. IEEE Access 10 (2022)
Rachid Hedjam, Abdelhamid Abdesselam, Seyed Mohammad Jafar Jalali, Imran Khan, Samir Brahim Belhaouari
Supervised Class-pairwise NMF for Data Representation and Classification. CoRR (2022)
Seyed Mohammad Jafar Jalali, Sajad Ahmadian, Abdollah Kavousi-Fard, Abbas Khosravi, Saeid Nahavandi
Automated Deep CNN-LSTM Architecture Design for Solar Irradiance Forecasting. IEEE Trans. Syst. Man Cybern. Syst. 52 (1) (2022)
Seyed Mohammad Jafar Jalali, Han Woo Park, Iman Raeesi Vanani, Kim-Hung Pho
Research trends on big data domain using text mining algorithms. Digit. Scholarsh. Humanit. 36 (2) (2021)
Laith Mohammad Abualigah, Mohamed Abd El-Aziz, Abdelazim G. Hussien, Bisan Alsalibi, Seyed Mohammad Jafar Jalali, Amir H. Gandomi
Lightning search algorithm: a comprehensive survey. Appl. Intell. 51 (4) (2021)
Seyed Mohammad Jafar Jalali, Milad Ahmadian, Sajad Ahmadian, Abbas Khosravi, Mamoun Alazab, Saeid Nahavandi
An oppositional-Cauchy based GSK evolutionary algorithm with a novel deep ensemble reinforcement learning strategy for COVID-19 diagnosis. Appl. Soft Comput. 111 (2021)
Seyed Mohammad Jafar Jalali, Sajad Ahmadian, Abbas Khosravi, Miadreza Shafie-khah, Saeid Nahavandi, João P. S. Catalão
A Novel Evolutionary-Based Deep Convolutional Neural Network Model for Intelligent Load Forecasting. IEEE Trans. Ind. Informatics 17 (12) (2021)
Sajad Ahmadian, Seyed Mohammad Jafar Jalali, Syed Mohammed Shamsul Islam, Abbas Khosravi, Ebrahim Fazli, Saeid Nahavandi
A novel deep neuroevolution-based image classification method to diagnose coronavirus disease (COVID-19). Comput. Biol. Medicine 139 (2021)
Milad Ahmadian, Mahmood Ahmadi, Sajad Ahmadian, Seyed Mohammad Jafar Jalali, Abbas Khosravi, Saeid Nahavandi
Integration of Deep Sparse Autoencoder and Particle Swarm Optimization to Develop a Recommender System. SMC (2021)
Amir Khani Yengikand, Majid Meghdadi, Sajad Ahmadian, Seyed Mohammad Jafar Jalali, Abbas Khosravi, Saeid Nahavandi
Deep Representation Learning using Multilayer Perceptron and Stacked Autoencoder for Recommendation Systems. SMC (2021)
Seyed Mohammad Jafar Jalali, Mahdi Khodayar, Sajad Ahmadian, Md Kislu Noman, Abbas Khosravi, Syed Mohammed Shamsul Islam, Fei Wang, João P. S. Catalão
A New Uncertainty-aware Deep Neuroevolution Model for Quantifying Tidal Prediction. IAS (2021)
Hussain Mohammed Dipu Kabir, Moloud Abdar, Seyed Mohammad Jafar Jalali, Abbas Khosravi, Amir F. Atiya, Saeid Nahavandi, Dipti Srinivasan
SpinalNet: Deep Neural Network with Gradual Input. CoRR (2020)
Seyed Mohammad Jafar Jalali, Sajad Ahmadian, Abbas Khosravi, Seyedali Mirjalili, Mohammad Reza Mahmoudi, Saeid Nahavandi
Neuroevolution-based autonomous robot navigation: A comparative study. Cogn. Syst. Res. 62 (2020)
Parham M. Kebria, Abbas Khosravi, Ibrahim Hossain, Navid Mohajer, Hussain Mohammed Dipu Kabir, Seyed Mohammad Jafar Jalali, Darius Nahavandi, Syed Moshfeq Salaken, Saeid Nahavandi, Aurelien Lagrandcourt, Navneet Bhasin
Autonomous Navigation via Deep Imitation and Transfer Learning: A Comparative Study. SMC (2020)
Seyed Jalaleddin Mousavirad, Seyed Mohammad Jafar Jalali, Sajad Ahmadian, Abbas Khosravi, Gerald Schaefer, Saeid Nahavandi
Neural Network Training Using a Biogeography-Based Learning Strategy. ICONIP (5) (2020)
Parham M. Kebria, Darius Nahavandi, Seyed Mohammad Jafar Jalali, Abbas Khosravi, Saeid Nahavandi, Fernando Bello, Conor McGinn
Robust Collaboration of a Haptically-Enabled Double-Slave Teleoperation System under Random Communication Delays. SMC (2020)
Mohammad Reza Chalak Qazani, Seyed Mohammad Jafar Jalali, Houshyar Asadi, Saeid Nahavandi
Optimising Control and Prediction Horizons of a Model Predictive Control-Based Motion Cueing Algorithm Using Butterfly Optimization Algorithm. CEC (2020)
Seyed Jalaleddin Mousavirad, Gerald Schaefer, Seyed Mohammad Jafar Jalali, Iakov Korovin
A benchmark of recent population-based metaheuristic algorithms for multi-layer neural network training. GECCO Companion (2020)
Amin Khatami, Parham M. Kebria, Seyed Mohammad Jafar Jalali, Abbas Khosravi, Asef Nazari, Marjan Shamszadeh, Thanh Nguyen, Saeid Nahavandi
A GA-Based Pruning Fully Connected Network for Tuned Connections in Deep Networks. SMC (2019)
Sérgio Moro, Pedro Ramos, Joaquim Esmerado, Seyed Mohammad Jafar Jalali
Can we trace back hotel online reviews' characteristics using gamification features? Int. J. Inf. Manag. 44 (2019)
Seyed Mohammad Jafar Jalali, Abbas Khosravi, Roohallah Alizadehsani, Syed Moshfeq Salaken, Parham Mohsenzadeh Kebria, Rishi Puri, Saeid Nahavandi
Parsimonious Evolutionary-based Model Development for Detecting Artery Disease. ICIT (2019)
Seyed Mohammad Jafar Jalali, Sajad Ahmadian, Parham M. Kebria, Abbas Khosravi, Chee Peng Lim, Saeid Nahavandi
Evolving Artificial Neural Networks Using Butterfly Optimization Algorithm for Data Classification. ICONIP (1) (2019)
Babak Sohrabi, Iman Raeesi Vanani, Seyed Mohammad Jafar Jalali, Ehsan Abedin
Evaluation of Research Trends in Knowledge Management: A Hybrid Analysis through Burst Detection and Text Clustering. J. Inf. Knowl. Manag. 18 (4) (2019)
Seyed Mohammad Jafar Jalali, Abbas Khosravi, Parham M. Kebria, Rachid Hedjam, Saeid Nahavandi
Autonomous Robot Navigation System Using the Evolutionary Multi-Verse optimizer Algorithm. SMC (2019)
Seyed Mohammad Jafar Jalali, Mina Karimi, Abbas Khosravi, Saeid Nahavandi
An efficient Neuroevolution Approach for Heart Disease Detection. SMC (2019)
Seyed Mohammad Jafar Jalali, Parham M. Kebria, Abbas Khosravi, Khaled Saleh, Darius Nahavandi, Saeid Nahavandi
Optimal Autonomous Driving Through Deep Imitation Learning and Neuroevolution. SMC (2019)
Parham M. Kebria, Abbas Khosravi, Seyed Mohammad Jafar Jalali, Saeid Nahavandi
Adaptive Type-2 Fuzzy Control Scheme for Robust Teleoperation under Time-Varying Delay and Uncertainties. CASE (2019)
Parham M. Kebria, Abbas Khosravi, Seyed Mohammad Jafar Jalali, Saeid Nahavandi
Type-2 Fuzzy Neural Network Synchronization of Teleoperation Systems with Delay and Uncertainties. CASE (2019)
Iman Raeesi Vanani, Seyed Mohammad Jafar Jalali
A comparative analysis of emerging scientific themes in business analytics. Int. J. Bus. Inf. Syst. 29 (2) (2018)