Seyed Mohammad Jafar Jalali

Deakin University

18H指数

30论文数

1.2K被引数

收录论文 13

发表时间

Improving accuracy and efficiency in seagrass detection using state-of-the-art AI techniques 使用最先进的AI技术提高海草检测的准确性和效率

ECOLOGICAL INFORMATICS

IF7.3

2023-09-01

OAAI

Noman, Md Kislu; Islam, Syed Mohammed Shamsul; Abu-Khalaf, Jumana; Jalali, Seyed Mohammad Jafar; Lavery, Paul

Sparse Adversarial Unsupervised Domain Adaptation With Deep Dictionary Learning for Traffic Scene Classification

IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE

IF6.5

2023-08-01

PREAI

Saffari, Mohsen; Khodayar, Mahdi; Jalali, Seyed Mohammad Jafar

A novel healthy and time-aware food recommender system using attributed community detection 使用归因社区检测的新型健康和时间感知的食物推荐系统

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2023-07-01

OAAI

Rostami, Mehrdad; Farrahi, Vahid; Ahmadian, Sajad; Jalali, Seyed Mohammad Jafar; Oussalah, Mourad

Probabilistic Wind Power Forecasting Using Optimized Deep Auto-Regressive Recurrent Neural Networks

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS

IF9.9

2023-03-01

PREAI

Arora, Parul; Jalali, Seyed Mohammad Jafar; Ahmadian, Sajad; Panigrahi, B. K.; Suganthan, P. N.; Khosravi, Abbas

An advanced deep neuroevolution model for probabilistic load forecasting

ELECTRIC POWER SYSTEMS RESEARCH

IF4.2

2022-10-01

PREAI

Jalali, Seyed Mohammad Jafar; Arora, Parul; Panigrahi, B. K.; Khosravi, Abbas; Nahavandi, Saeid; Osorio, Gerardo J.; Catalao, Joao P. S.

Interval deep learning architecture with rough pattern recognition and fuzzy inference for short-term wind speed forecasting

ENERGY

IF9.4

2022-09-01

PREAI

Khodayar, Mahdi; Saffari, Mohsen; Williams, Michael; Jalali, Seyed Mohammad Jafar

An Efficient Hybrid Model Based on Modified Whale Optimization Algorithm and Multilayer Perceptron Neural Network for Medical Classification Problems

JOURNAL OF BIONIC ENGINEERING

IF5.8

2022-05-17

PREAI

Raziani, Saeid; Ahmadian, Sajad; Jalali, Seyed Mohammad Jafar; Chalechale, Abdolah

Novel Uncertainty-Aware Deep Neuroevolution Algorithm to Quantify Tidal Forecasting

IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS

IF4.5

2022-05-01

PREAI

Jalali, Seyed Mohammad Jafar; Ahmadian, Sajad; Noman, Md Kislu; Khosravi, Abbas; Islam, Syed Mohammed Shamsul; Wang, Fei; Catalao, Joaao P. S.

New Hybrid Deep Neural Architectural Search-Based Ensemble Reinforcement Learning Strategy for Wind Power Forecasting

IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS

IF4.5

2022-01-01

PREAI

Jalali, Seyed Mohammad Jafar; Osorio, Gerardo J.; Ahmadian, Sajad; Lotfi, Mohamed; Campos, Vasco M. A.; Shafie-khah, Miadreza; Khosravi, Abbas; Catalao, Joao P. S.

Multi-Layer Perceptron Training Optimization Using Nature Inspired Computing

IEEE ACCESS

IF3.6

2022-01-01

OAAI

Al Bataineh, Ali; Kaur, Devinder; Jalali, Seyed Mohammad J.

Automated Deep CNN-LSTM Architecture Design for Solar Irradiance Forecasting

ieee transactions on cybernetics

IF8.7

2022-01-01

PREAI

Jalali, Seyed Mohammad Jafar; Ahmadian, Sajad; Kavousi-Fard, Abdollah; Khosravi, Abbas; Nahavandi, Saeid

A Novel Evolutionary-Based Deep Convolutional Neural Network Model for Intelligent Load Forecasting 基于进化的深度卷积神经网络智能负荷预测模型

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS

IF9.9

2021-12-01

110

PREAI

Jalali, Seyed Mohammad Jafar; Ahmadian, Sajad; Khosravi, Abbas; Shafie-khah, Miadreza; Nahavandi, Saeid; Catalao, Joao P. S.

A novel deep neuroevolution-based image classification method to diagnose coronavirus disease (COVID-19)

COMPUTERS IN BIOLOGY AND MEDICINE

IF6.3

2021-12-01

OAAI

Ahmadian, Sajad; Jalali, Seyed Mohammad Jafar; Islam, Syed Mohammed Shamsul; Khosravi, Abbas; Fazli, Ebrahim; Nahavandi, Saeid

研究方向