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Scopus Author ID: 57194843379
ResearcherID: AAI-2249-2019

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Iran

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Employment (1)

University of Bonab: Bonāb, IR

2023 to present | Associate Professor (Computer Engineering)
Employment
Source: Self-asserted source
Mehdi Hosseinzadeh Aghdam

Education and qualifications (1)

Iran University of Science and Technology: Tehran, Tehran, IR

2010-09-01 to 2016-06-01 | PhD (Computer Engineering)
Education
Source: Self-asserted source
Mehdi Hosseinzadeh Aghdam

Works (27)

HAN: Hierarchical Attention Network for Learning Latent Context-Aware User Preferences With Attribute Awareness

IEEE Access
2025 | Journal article
DOI: 10.1109/ACCESS.2025.3551402
Contributors: Hadise Vaghari; Mehdi Hosseinzadeh Aghdam; Hojjat Emami
Source: check_circle
Crossref

The explainable structure of deep neural network for recommendation systems

Future Generation Computer Systems
2024-10 | Journal article
DOI: 10.1016/j.future.2024.05.036
Contributors: Mohammad Daryaie Zanjani; Mehdi Hosseinzadeh Aghdam
Source: check_circle
Crossref

Diarec: Dynamic Intention-Aware Recommendation with Attention-Based Context-Aware Item Attributes Modeling

Journal of Artificial Intelligence and Soft Computing Research
2024-03-01 | Journal article
DOI: 10.2478/jaiscr-2024-0010
Contributors: Hadise Vaghari; Mehdi Hosseinzadeh Aghdam; Hojjat Emami
Source: check_circle
Crossref

DCARS: Deep context-aware recommendation system based on session latent context

Applied Soft Computing
2023-08 | Journal article
DOI: 10.1016/j.asoc.2023.110416
Contributors: Javad Sohafi-Bonab; Mehdi Hosseinzadeh Aghdam; Kambiz Majidzadeh
Source: check_circle
Crossref

Automatic Extractive and Generic Document Summarization Based on NMF

Journal of Artificial Intelligence and Soft Computing Research
2023-01-01 | Journal article
DOI: 10.2478/jaiscr-2023-0003
Contributors: Mehdi Hosseinzadeh Aghdam
Source: check_circle
Crossref

A novel constrained non-negative matrix factorization method based on users and items pairwise relationship for recommender systems

Expert Systems with Applications
2022-06 | Journal article
DOI: 10.1016/j.eswa.2022.116593
Contributors: Mehdi Hosseinzadeh Aghdam
Source: check_circle
Crossref

A novel ant colony optimization algorithm for PAPR reduction of OFDM signals

International Journal of Communication Systems
2021 | Journal article
DOI: 10.1002/dac.4648
EID:

2-s2.0-85092579717

Part of ISBN:

10991131 10745351
Contributors: Hosseinzadeh Aghdam, M.; Sharifi, A.A.
Source: Self-asserted source
Mehdi Hosseinzadeh Aghdam via Scopus - Elsevier
grade
Preferred source (of 2)‎

A novel regularized asymmetric non-negative matrix factorization for text clustering

Information Processing & Management
2021-11 | Journal article
DOI: 10.1016/j.ipm.2021.102694
Part of ISSN: 0306-4573
Source: Self-asserted source
Mehdi Hosseinzadeh Aghdam
grade
Preferred source (of 2)‎

A Selection Metric for semi-supervised learning based on neighborhood construction

Information Processing & Management
2021-03 | Journal article
DOI: 10.1016/j.ipm.2020.102444
Part of ISSN: 0306-4573
Source: Self-asserted source
Mehdi Hosseinzadeh Aghdam
grade
Preferred source (of 2)‎

A novel hybrid genetic algorithm to reduce the peak-to-average power ratio of OFDM signals

Computers and Electrical Engineering
2019 | Journal article
DOI: 10.1016/j.compeleceng.2019.106498
EID:

2-s2.0-85074385047
Contributors: Sharif, A.A.; Hosseinzadeh Aghdam, M.
Source: Self-asserted source
Mehdi Hosseinzadeh Aghdam via Scopus - Elsevier

Context-aware recommender systems using hierarchical hidden Markov model

Physica A: Statistical Mechanics and its Applications
2019 | Journal article
DOI: 10.1016/j.physa.2018.11.037
EID:

2-s2.0-85057625851
Contributors: Hosseinzadeh Aghdam, M.
Source: Self-asserted source
Mehdi Hosseinzadeh Aghdam via Scopus - Elsevier

PAPR reduction in OFDM systems: An efficient PTS approach based on particle swarm optimization

ICT Express
2019 | Journal article
DOI: 10.1016/j.icte.2018.10.003
EID:

2-s2.0-85056158013
Contributors: Hosseinzadeh Aghdam, M.; Sharifi, A.A.
Source: Self-asserted source
Mehdi Hosseinzadeh Aghdam via Scopus - Elsevier

Collaborative filtering using non-negative matrix factorisation

Journal of Information Science
2017 | Journal article
DOI: 10.1177/0165551516654354
EID:

2-s2.0-85022091994
Contributors: Aghdam, M.H.; Analoui, M.; Kabiri, P.
Source: Self-asserted source
Mehdi Hosseinzadeh Aghdam via Scopus - Elsevier

Modelling trust networks using resistive circuits for trust-aware recommender systems

Journal of Information Science
2017 | Journal article
DOI: 10.1177/0165551516628733
EID:

2-s2.0-85011541457
Contributors: Hosseinzadeh Aghdam, M.; Analoui, M.; Kabiri, P.
Source: Self-asserted source
Mehdi Hosseinzadeh Aghdam via Scopus - Elsevier

Feature selection for intrusion detection system using ant colony optimization

International Journal of Network Security
2016 | Journal article
EID:

2-s2.0-84953317012
Contributors: Aghdam, M.H.; Kabiri, P.
Source: Self-asserted source
Mehdi Hosseinzadeh Aghdam via Scopus - Elsevier

A novel non-negative matrix factorization method for recommender systems

Applied Mathematics and Information Sciences
2015 | Journal article
DOI: 10.12785/amis/090558
EID:

2-s2.0-84937894917
Contributors: Aghdam, M.H.; Analoui, M.; Kabiri, P.
Source: Self-asserted source
Mehdi Hosseinzadeh Aghdam via Scopus - Elsevier

Adapting recommendations to contextual changes using hierarchical hidden Markov models

RecSys 2015 - Proceedings of the 9th ACM Conference on Recommender Systems
2015 | Conference paper
DOI: 10.1145/2792838.2799684
EID:

2-s2.0-84962784497
Contributors: Aghdam, M.H.; Hariri, N.; Mobasher, B.; Burke, R.
Source: Self-asserted source
Mehdi Hosseinzadeh Aghdam via Scopus - Elsevier

Analiysis of self-similarity in recommender systems

2014 Iranian Conference on Intelligent Systems, ICIS 2014
2014 | Conference paper
DOI: 10.1109/IranianCIS.2014.6802568
EID:

2-s2.0-84900014266
Contributors: Aghdam, M.H.; Analoui, M.; Kabiri, P.
Source: Self-asserted source
Mehdi Hosseinzadeh Aghdam via Scopus - Elsevier

Application of nonnegative matrix factorization in recommender systems

2012 6th International Symposium on Telecommunications, IST 2012
2012 | Conference paper
DOI: 10.1109/ISTEL.2012.6483108
EID:

2-s2.0-84876364935
Contributors: Aghdam, M.H.; Analoui, M.; Kabiri, P.
Source: Self-asserted source
Mehdi Hosseinzadeh Aghdam via Scopus - Elsevier

Erratum: Text-independent speaker verification using ant colony optimization-based selected features (Expert Systems with Applications (2011) 38:1 (620-630))

Expert Systems with Applications
2011 | Journal article
DOI: 10.1016/j.eswa.2010.11.010
EID:

2-s2.0-78650691056
Contributors: Nemati, S.; Boostani, R.; Jazi, M.D.; Aghdam, M.H.; Basiri, E.
Source: Self-asserted source
Mehdi Hosseinzadeh Aghdam via Scopus - Elsevier

Text-independent speaker verification using ant colony optimization-based selected features

Expert Systems with Applications
2011 | Journal article
DOI: 10.1016/j.eswa.2010.07.011
EID:

2-s2.0-77956612020
Contributors: Nemati, S.; Boostani, R.; Jazi, M.D.; Aghdam, M.H.; Basiri, M.E.
Source: Self-asserted source
Mehdi Hosseinzadeh Aghdam via Scopus - Elsevier

Feature selection using ant colony optimization for text-independent speaker verification system

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2010 | Book
DOI: 10.1007/978-3-642-16493-4_2
EID:

2-s2.0-78649523862
Contributors: Sohafi-Bonab, J.; Aghdam, M.H.
Source: Self-asserted source
Mehdi Hosseinzadeh Aghdam via Scopus - Elsevier

A novel ACO-GA hybrid algorithm for feature selection in protein function prediction

Expert Systems with Applications
2009 | Journal article
DOI: 10.1016/j.eswa.2009.04.023
EID:

2-s2.0-69149109819
Contributors: Nemati, S.; Basiri, M.E.; Ghasem-Aghaee, N.; Aghdam, M.H.
Source: Self-asserted source
Mehdi Hosseinzadeh Aghdam via Scopus - Elsevier

Text feature selection using ant colony optimization

Expert Systems with Applications
2009 | Journal article
DOI: 10.1016/j.eswa.2008.08.022
EID:

2-s2.0-58349085948
Contributors: Aghdam, M.H.; Ghasem-Aghaee, N.; Basiri, M.E.
Source: Self-asserted source
Mehdi Hosseinzadeh Aghdam via Scopus - Elsevier

Application of ant colony optimization for feature selection in text categorization

2008 IEEE Congress on Evolutionary Computation, CEC 2008
2008 | Conference paper
DOI: 10.1109/CEC.2008.4631182
EID:

2-s2.0-55749111514
Contributors: Aghdam, M.H.; Ghasem-Aghaee, N.; Basiri, M.E.
Source: Self-asserted source
Mehdi Hosseinzadeh Aghdam via Scopus - Elsevier

Using ant colony optimization-based selected features for predicting post-synaptic activity in proteins

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2008 | Book
DOI: 10.1007/978-3-540-78757-0_2
EID:

2-s2.0-47249156145
Contributors: Basiri, M.E.; Ghasem-Aghaee, N.; Aghdam, M.H.
Source: Self-asserted source
Mehdi Hosseinzadeh Aghdam via Scopus - Elsevier

Face recognition system using Ant Colony Optimization-based selected features

Proceedings of the 2007 IEEE Symposium on Computational Intelligence in Security and Defense Applications, CISDA 2007
2007 | Conference paper
DOI: 10.1109/CISDA.2007.368135
EID:

2-s2.0-34548790022
Contributors: Kanan, H.R.; Faez, K.; Hosseinzadeh, M.
Source: Self-asserted source
Mehdi Hosseinzadeh Aghdam via Scopus - Elsevier

Peer review (88 reviews for 23 publications/grants)

Review activity for ACM transactions on intelligent systems and technology. (2)
Review activity for ACM transactions on knowledge discovery from data. (1)
Review activity for Applied intelligence. (21)
Review activity for Applied intelligence. (15)
Review activity for Engineering applications of artificial intelligence. (9)
Review activity for Expert systems with applications. (1)
Review activity for Genetic programming and evolvable machines. (1)
Review activity for IEEE access : (1)
Review activity for IEEE internet of things journal. (1)
Review activity for IEEE transactions on big data. (1)
Review activity for IEEE transactions on knowledge and data engineering. (3)
Review activity for Information processing and management. (1)
Review activity for Information sciences. (15)
Review activity for International journal of engineering. (1)
Review activity for International journal of human-computer studies. (1)
Review activity for International journal of information technology & decision making. (2)
Review activity for Iran Journal of Computer Science. (1)
Review activity for Journal of experimental & theoretical artificial intelligence. (4)
Review activity for Machine vision and applications. (1)
Review activity for Machine vision and applications. (1)
Review activity for Pattern recognition letters. (3)
Review activity for The journal of supercomputing. (1)
Review activity for Unmanned systems. (1)
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