18 مرداد 1401

سجاد احمدیان

مرتبه علمی: استادیار
نشانی: دانشگاه صنعتی کرمانشاه
تحصیلات: دکترای تخصصی / مهندسی کامپیوتر
تلفن: 09188339565
دانشکده: دانشکده فناوری اطلاعات

تحصیلات

  • دکترای تخصصی مهندسی کامپیوتر/هوش مصنوعی ، دانشگاه زنجان ، ایران (1393 - 1397)
  • فوق لیسانس مهندسی کامپیوتر/هوش مصنوعی ، دانشگاه کردستان ، ایران (1391 - 1393)
  • لیسانس مهندسی کامپیوتر/نرم افزار ، دانشگاه رازی کرمانشاه ، ایران (1386 - 1390)
    عنوان پایان‌نامه: -
بیشتر

علایق پژوهشی

  • سیستم های توصیه گر
  • هوش مصنوعی
  • داده کاوی
  • یادگیری ماشین
  • یادگیری عمیق
بیشتر

دروس

کاردانی
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فعالیت‌های پژوهشی

مقاله چاپ‌شده
1
Seyed Mohammad Jafar Jalali, Sajad Ahmadian, mahdi khodayar, Abbas Khosravi, Miadreza Shafie-khah, Saeid Nahavandi, Joao Catalao (2022) An advanced short-term wind power forecasting framework based on the optimized deep neural network models INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS: 141; 108143-...
2
Seyed Mohammad Jafar Jalali, Milad Ahmadian, Sajad Ahmadian, Rachid Hedjam, Abbas Khosravi, Saeid Nahavandi (2022) X-ray image based COVID-19 detection using evolutionary deep learning approach EXPERT SYSTEMS WITH APPLICATIONS: 201; 116942-...
3
Milad Ahmadian, Mahmood Ahmadi, Sajad Ahmadian (2022) A reliable deep representation learning to improve trust-aware recommendation systems EXPERT SYSTEMS WITH APPLICATIONS: 197; 116697-...
4
Sajad Ahmadian, Milad Ahmadian, Mahdi Jalili (2022) A deep learning based trust- and tag-aware recommender system NEUROCOMPUTING: 488; 557-571
5
Sajad Ahmadian, Seyed Mohammad Jafar Jalali, Saeid Raziani, Abdolah Chalechale (2022) An efficient cardiovascular disease detection model based on multilayer perceptron and moth-flame optimization EXPERT SYSTEMS: 39; 1--19
6
Seyed Mohammad Jafar Jalali, Sajad Ahmadian, Md Kislu Noman, Abbas Khosravi, Syed Mohammed Shams Islam, Joao Catalao, Fei Wang (2022) Novel Uncertainty-Aware Deep Neuroevolution Algorithm to Quantify Tidal Forecasting IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS: 58; 3324-3332
7
Sajad Ahmadian, Nima Joorabloo, Mahdi Jalili, Milad Ahmadian (2022) Alleviating data sparsity problem in time-aware recommender systems using a reliable rating profile enrichment approach EXPERT SYSTEMS WITH APPLICATIONS: 187; 115849-...
8
Seyed Mohammad Jafar Jalali, Sajad Ahmadian, Abdollah Kavousi-Fard, Abbas Khosravi, Saeid Nahavandi (2022) Automated Deep CNN-LSTM Architecture Design for Solar Irradiance Forecasting IEEE Transactions on Systems Man Cybernetics-Systems: 52; 54-65
9
Seyed Mohammad Jafar Jalali, Gerardo J. Osório, Sajad Ahmadian, Mohamed Lotfi, Vasco M. A. Campos, Miadreza Shafie-khah, Abbas Khosravi, Joao Catalao (2022) New Hybrid Deep Neural Architectural Search-Based Ensemble Reinforcement Learning Strategy for Wind Power Forecasting IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS: 58; 15-27
10
Sajad Ahmadian, Seyed Mohammad Jafar Jalali, Syed Mohammed Shams Islam, Abbas Khosravi, Ebrahim Fazli, Saeid Nahavandi (2021) A novel deep neuroevolution-based image classification method to diagnose coronavirus disease (COVID-19) COMPUTERS IN BIOLOGY AND MEDICINE: 139; 104994-...
11
Seyed Mohammad Jafar Jalali, Sajad Ahmadian, Abbas Khosravi, Miadreza Shafie-khah, Saeid Nahavandi, Joao Catalao (2021) A Novel Evolutionary-Based Deep Convolutional Neural Network Model for Intelligent Load Forecasting IEEE Transactions on Industrial Informatics: 17; 8243-8253
12
Seyed Mohammad Jafar Jalali, Milad Ahmadian, Sajad Ahmadian, Abbas Khosravi, Mamoun Alazab, Saeid Nahavandi (2021) An oppositional-Cauchy based GSK evolutionary algorithm with a novel deep ensemble reinforcement learning strategy for COVID-19 diagnosis APPLIED SOFT COMPUTING: 111; 107675-...
13
Faryad Tahmasebi, Majid Meghdadi, Sajad Ahmadian, Khashayar Valiallahi (2021) A hybrid recommendation system based on profile expansion technique to alleviate cold start problem MULTIMEDIA TOOLS AND APPLICATIONS: 80; 2339-2354
14
Seyed Mohammad Jafar Jalali, Sajad Ahmadian, Abbas Khosravi, Seyedali Mirjalili, Mohammad Reza Mahmoudi, Saeid Nahavandi (2020) Neuroevolution-based autonomous robot navigation: A comparative study Cognitive Systems Research: 62; 35-43
15
Sajad Ahmadian, Nima Joorabloo, Mahdi Jalili, Yongli Ren, Majid Meghdadi, Mohsen Afsharchi (2020) A social recommender system based on reliable implicit relationships KNOWLEDGE-BASED SYSTEMS: 192; 105371-...
16
Sajad Ahmadian, Mohsen Afsharchi, Majid Meghdadi (2019) An effective social recommendation method based on user reputation model and rating profile enhancement JOURNAL OF INFORMATION SCIENCE: 45; 607-642
17
Sajad Ahmadian, Mohsen Afsharchi, Majid Meghdadi (2019) A novel approach based on multi-view reliability measures to alleviate data sparsity in recommender systems MULTIMEDIA TOOLS AND APPLICATIONS: 78; 17763-17798
18
Mahdi Jalili, Sajad Ahmadian, Maliheh Izadi, Parham Moradi, Mostafa Salehi (2018) Evaluating Collaborative Filtering Recommender Algorithms: A Survey IEEE Access: 6; 74003-74024
19
Sajad Ahmadian, Majid Meghdadi, Mohsen Afsharchi (2018) Incorporating reliable virtual ratings into social recommendation systems APPLIED INTELLIGENCE: 48; 4448-4469
20
Sajad Ahmadian, Majid Meghdadi, Mohsen Afsharchi (2018) A social recommendation method based on an adaptive neighbor selection mechanism INFORMATION PROCESSING & MANAGEMENT: 54; 707-725
21
Fatemeh Rezaeimehr, Parham Moradi, Sajad Ahmadian, Nooruldeen Nasih Qader, Mahdi Jalili (2018) TCARS: Time-and community-aware recommendation system Future Generation Computer Systems-The International Journal of eScience: 78; 419-429
22
Parham Moradi, Sajad Ahmadian (2015) A reliability-based recommendation method to improve trust-aware recommender systems EXPERT SYSTEMS WITH APPLICATIONS: 42; 7386-7398
23
Parham Moradi, Sajad Ahmadian, Fardin Akhlaghian (2015) An effective trust-based recommendation method using a novel graph clustering algorithm PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS: 436; 462-481
مقاله ارائه‌شده
1
Amir Khani Yengikand, Majid Meghdadi, Sajad Ahmadian, Seyed Mohammad Jafar Jalali, Abbas Khosravi, Saeid Nahavandi (2021) Deep Representation Learning using Multilayer Perceptron and Stacked Autoencoder for Recommendation Systems 2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC), Australia, Melbourne
2
Milad Ahmadian, Mahmood Ahmadi, Sajad Ahmadian, Seyed Mohammad Jafar Jalali, Abbas Khosravi, Saeid Nahavandi (2021) Integration of Deep Sparse Autoencoder and Particle Swarm Optimization to Develop a Recommender System 2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC), Australia, Melbourne
3
Seyed Mohammad Jafar Jalali, mahdi khodayar, Sajad Ahmadian, Md Kislu Noman, Abbas Khosravi, Joao Catalao, Syed Mohammed Shams Islam, Fei Wang (2021) A New Uncertainty-aware Deep Neuroevolution Model for Quantifying Tidal Prediction 2021 IEEE Industry Applications Society Annual Meeting (IAS), Canada, Vancouver
4
Seyed Mohammad Jafar Jalali, mahdi khodayar, Sajad Ahmadian, Miadreza Shafie-khah, Abbas Khosravi, Saeid Nahavandi, Joao Catalao, Syed Mohammed Shams Islam (2021) A New Ensemble Reinforcement Learning Strategy for Solar Irradiance Forecasting using Deep Optimized Convolutional Neural Network Models 2021 International Conference on Smart Energy Systems and Technologies (SEST), Finland, Vaasa
5
Seyed Jalaleddin Mousavirad, Seyed Mohammad Jafar Jalali, Sajad Ahmadian, Abbas Khosravi, Gerald Schaefer, Saeid Nahavandi (2020) Neural Network Training Using a Biogeography-Based Learning Strategy International Conference on Neural Information Processing (ICONIP 2020), Thailand, Bangkok
6
Seyed Mohammad Jafar Jalali, Sajad Ahmadian, Parham Mohsenzadeh Kebria, Abbas Khosravi, Chee Peng Lim, Saeid Nahavandi (2019) Evolving Artificial Neural Networks Using Butterfly Optimization Algorithm for Data Classification International Conference on Neural Information Processing (ICONIP 2019), Australia, Sydney
7
Hossein Ali Rahmani, Mohammad Aliannejadi, Sajad Ahmadian, Mitra Baratchi, Mohsen Afsharchi, Fabio Crestani (2019) LGLMF: Local Geographical Based Logistic Matrix Factorization Model for POI Recommendation Asia Information Retrieval Societies Conference (AIRS 2019), China, Hong Kong
8
Sajad Ahmadian, Nima Joorabloo, Mahdi Jalili, Majid Meghdadi, Mohsen Afsharchi, Yongli Ren (2018) A temporal clustering approach for social recommender systems 2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), Spain, Barcelona
9
Parham Moradi, Fatemeh Rezaeimehr, Sajad Ahmadian, Mahdi Jalili (2016) A trust-aware recommender algorithm based on users overlapping community structure 2016 Sixteenth International Conference on Advances in ICT for Emerging Regions (ICTer), Sri Lanka, Negombo
10
Sajad Ahmadian, Ali Reza Khanteymoori (2015) Training back propagation neural networks using asexual reproduction optimization 2015 7th Conference on Information and Knowledge Technology (IKT), Iran, Urmia
11
Sajad Ahmadian, Parham Moradi, Fardin Akhlaghian (2014) An improved model of trust-aware recommender systems using reliability measurements 2014 6th Conference on Information and Knowledge Technology (IKT), Iran, Shahrood
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