A secure deep image watermarking model using patch-based embedding and conditional mechanism.

Fardin Akhlaghian Tab

Ako Bartani Sahar Karimi Hoshang Qasim Awla Fardin Akhlaghian Tab A secure deep image watermarking model using patch-based embedding and conditional mechanism. 2026 114503 175 Eng. Appl. Artif. Intell. https://doi.org/10.1016/j.engappai.2026.114503 db/journals/eaai/eaai175.html#BartaniKAT26 streams/journals/eaai

Shirin Moradi Amjad Seyedi Wafa Barkhoda Fardin Akhlaghian Tab Robust asymmetric encoder-decoder nonnegative matrix factorization for hyperspectral anomaly detection. 2026 133709 686 Neurocomputing https://doi.org/10.1016/j.neucom.2026.133709 db/journals/ijon/ijon686.html#MoradiSBT26 streams/journals/ijon

Wafa Barkhoda Seyed Amjad Seyedi Nicolas Gillis Fardin Akhlaghian Tab Distributionally robust nonnegative matrix factorization with self-paced adaptive multi-loss fusion. 122823 2026 728 Inf. Sci. https://doi.org/10.1016/j.ins.2025.122823 db/journals/isci/isci728.html#BarkhodaSGT26 streams/journals/isci

Mohammad Faraji Amjad Seyedi Fardin Akhlaghian Tab Robust log-based multi-label feature selection with dynamic label correlation and relevance-redundancy optimization. 2026 115825 342 Knowl. Based Syst. https://doi.org/10.1016/j.knosys.2026.115825 db/journals/kbs/kbs342.html#FarajiST26 streams/journals/kbs

Ali Takrar Fardin Akhlaghian Tab Alireza Abdollahpouri Hierarchical anchor-guided contrastive learning with heterogeneous GNN for multi-view clustering. 2026 116033 343 Knowl. Based Syst. https://doi.org/10.1016/j.knosys.2026.116033 db/journals/kbs/kbs343.html#TakrarTA26 streams/journals/kbs

Sayvan Soleymanbaigi Amjad Seyedi Fatemeh Daneshfar Fardin Akhlaghian Tab Semantic encoder-decoder nonnegative matrix factorization with kullback-leibler divergence. 2026 April 157 17 Int. J. Mach. Learn. Cybern. 4 https://doi.org/10.1007/s13042-025-02874-9 db/journals/mlc/mlc17.html#SoleymanbaigiSDT26 streams/journals/mlc

Wafa Barkhoda Seyed Amjad Seyedi Nicolas Gillis Fardin Akhlaghian Tab Instance-wise distributionally robust nonnegative matrix factorization. 111732 2026 169 Pattern Recognit. https://doi.org/10.1016/j.patcog.2025.111732 db/journals/pr/pr169.html#BarkhodaSGT26 streams/journals/pr

Sayvan Soleymanbaigi Seyed Amjad Seyedi Fardin Akhlaghian Tab Fatemeh Daneshfar Encoder-Decoder nonnegative matrix factorization with β-divergence for data clustering. 112211 2026 171 Pattern Recognit. https://doi.org/10.1016/j.patcog.2025.112211 db/journals/pr/pr171.html#SoleymanbaigiSTD26 streams/journals/pr

Negin Jabari Seyed Amjad Seyedi Reza Mahmoodi Fardin Akhlaghian Tab Contrastive calibration on consensus and complementary multi-view representations. 2026 113291 176 Pattern Recognit. https://doi.org/10.1016/j.patcog.2026.113291 db/journals/pr/pr176.html#JabariSMT26 streams/journals/pr

Mahsa Gazeran Sayvan Soleymanbaigi Fatemeh Daneshfar Amjad Seyedi Fardin Akhlaghian Tab ECG-NAT: A Self-supervised Neighborhood Attention Transformer for Multi-lead Electrocardiogram Classification. 2026 May abs/2605.13194 CoRR https://doi.org/10.48550/arXiv.2605.13194 db/journals/corr/corr2605.html#abs-2605-13194 streams/journals/corr

Mahsa Mohammadi Mohsen Ramezani Fardin Akhlaghian Tab Fardin Ahmadizar Combining evolutionary and swarm algorithms in a hybrid subspace-wise search strategy for feature selection. 287 2025 October 28 Clust. Comput. 5 https://doi.org/10.1007/s10586-024-04934-1 db/journals/cluster/cluster28.html#MohammadiRTA25 streams/journals/cluster

Barzan Saeedpour Fardin Akhlaghian Tab Mohsen Ramezani Eghbal Hosseini Mediating between filter and wrapper via probabilistic models, A hybrid feature selection framework for multi-label data. 111927 2025 160 Eng. Appl. Artif. Intell. https://doi.org/10.1016/j.engappai.2025.111927 db/journals/eaai/eaai160.html#SaeedpourTRH25 streams/journals/eaai

Fardin Akhlaghian Tab Mohsen Ramezani Hadi Afshoon Seyed Amjad Seyedi Atefeh Moradyani A new bi-level deep human action representation structure based on the sequence of sub-actions. 985-1008 2025 January 37 Neural Comput. Appl. 2 https://doi.org/10.1007/s00521-024-10370-4 db/journals/nca/nca37.html#TabRASM25 streams/journals/nca

Arina Mohammadi Seyed Amjad Seyedi Fardin Akhlaghian Tab Rojiar Pir Mohammadiani Diverse joint nonnegative matrix tri-factorization for attributed graph clustering. 112012 2024 164 Appl. Soft Comput. https://doi.org/10.1016/j.asoc.2024.112012 db/journals/asc/asc164.html#MohammadiSTM24 streams/journals/asc

Reza Mahmoodi Seyed Amjad Seyedi Alireza Abdollahpouri Fardin Akhlaghian Tab Enhancing link prediction through adversarial training in deep Nonnegative Matrix Factorization. 108641 2024 133 Eng. Appl. Artif. Intell. https://doi.org/10.1016/j.engappai.2024.108641 db/journals/eaai/eaai133.html#MahmoodiSAT24 streams/journals/eaai

Mohammad Faraji Seyed Amjad Seyedi Fardin Akhlaghian Tab Reza Mahmoodi Multi-label feature selection with global and local label correlation. 123198 2024 246 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2024.123198 https://www.wikidata.org/entity/Q130023173 db/journals/eswa/eswa246.html#FarajiSTM24

Maryam Mozafari Seyed Amjad Seyedi Rojiar Pir Mohammadiani Fardin Akhlaghian Tab Unsupervised feature selection using orthogonal encoder-decoder factorization. 120277 2024 663 Inf. Sci. https://doi.org/10.1016/j.ins.2024.120277 https://www.wikidata.org/entity/Q128629745 db/journals/isci/isci663.html#MozafariSMT24

Ako Bartani Fardin Akhlaghian Tab Alireza Abdollahpouri Mohsen Ramezani Robust deep image-watermarking method by a modified Siamese network. 7743-7762 2024 May 36 Neural Comput. Appl. 14 https://doi.org/10.1007/s00521-024-09496-2 db/journals/nca/nca36.html#BartaniTAR24

Akram Hajiveiseh Seyed Amjad Seyedi Fardin Akhlaghian Tab Deep asymmetric nonnegative matrix factorization for graph clustering. 110179 2024 April 148 Pattern Recognit. https://doi.org/10.1016/j.patcog.2023.110179 db/journals/pr/pr148.html#HajiveisehST24

Navid Salahian Fardin Akhlaghian Tab Seyed Amjad Seyedi Jovan Chavoshinejad Deep Autoencoder-like NMF with Contrastive Regularization and Feature Relationship Preservation. 119051 2023 214 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2022.119051 db/journals/eswa/eswa214.html#SalahianTSC23

Seyed Amjad Seyedi Fardin Akhlaghian Tab Abdulrahman Lotfi Navid Salahian Jovan Chavoshinejad Elastic adversarial deep nonnegative matrix factorization for matrix completion. 562-579 2023 April 621 Inf. Sci. https://doi.org/10.1016/j.ins.2022.11.120 db/journals/isci/isci621.html#SeyediTLSC23

Reza Mahmoodi Seyed Amjad Seyedi Fardin Akhlaghian Tab Alireza Abdollahpouri Link prediction by adversarial Nonnegative Matrix Factorization. 110998 2023 November 280 Knowl. Based Syst. https://doi.org/10.1016/j.knosys.2023.110998 db/journals/kbs/kbs280.html#MahmoodiSTA23

Jovan Chavoshinejad Seyed Amjad Seyedi Fardin Akhlaghian Tab Navid Salahian Self-supervised semi-supervised nonnegative matrix factorization for data clustering. 109282 2023 May 137 Pattern Recognit. https://doi.org/10.1016/j.patcog.2022.109282 db/journals/pr/pr137.html#ChavoshinejadSTS23

Ako Bartani Alireza Abdollahpouri Mohsen Ramezani Fardin Akhlaghian Tab An adaptive optic-physic based dust removal method using optimized air-light and transfer function. 33823-33849 2022 81 Multim. Tools Appl. 23 https://doi.org/10.1007/s11042-022-13109-2 db/journals/mta/mta81.html#BartaniART22

Amin Shokrzade Mohsen Ramezani Fardin Akhlaghian Tab Mahmud Abdulla Mohammad A novel extreme learning machine based kNN classification method for dealing with big data. 115293 2021 183 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2021.115293 db/journals/eswa/eswa183.html#ShokrzadeRTM21

Mohsen Ramezani Fardin Akhlaghian Tab Alireza Abdollahpouri Mahmud Abdulla Mohammad A new generalized collaborative filtering approach on sparse data by extracting high confidence relations between users. 323-341 2021 570 Inf. Sci. https://doi.org/10.1016/j.ins.2021.04.025 db/journals/isci/isci570.html#RamezaniTAM21

Amin Shokrzade Fardin Akhlaghian Tab Mohsen Ramezani ELM-NET, a closer to practice approach for classifying the big data using multiple independent ELMs. 735-757 2020 23 Clust. Comput. 2 https://doi.org/10.1007/s10586-019-02957-7 db/journals/cluster/cluster23.html#ShokrzadeTR20

Alireza Abdollahpouri Chiman Salavati Jamal Arkat Fardin Akhlaghian Tab Zhaleh Manbari A multi-objective model for identifying valuable nodes in complex networks with minimum cost. 2719-2733 2020 23 Clust. Comput. 4 https://doi.org/10.1007/s10586-019-03039-4 https://www.wikidata.org/entity/Q126418996 db/journals/cluster/cluster23.html#AbdollahpouriSA20

Zhaleh Manbari Fardin Akhlaghian Tab Chiman Salavati Hybrid fast unsupervised feature selection for high-dimensional data. 97-118 2019 124 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2019.01.016 https://www.wikidata.org/entity/Q128565560 db/journals/eswa/eswa124.html#ManbariAS19

Ali Fatahbeygi Fardin Akhlaghian Tab A highly robust and secure image watermarking based on classification and visual cryptography. 71-78 2019 45 J. Inf. Secur. Appl. https://doi.org/10.1016/j.jisa.2019.01.005 https://www.wikidata.org/entity/Q128458349 db/journals/istr/istr45.html#FatahbeygiT19

Zhaleh Manbari Fardin Akhlaghian Tab Chiman Salavati Fast unsupervised feature selection based on the improved binary ant system and mutation strategy. 4963-4982 2019 31 Neural Comput. Appl. 9 https://doi.org/10.1007/s00521-018-03991-z db/journals/nca/nca31.html#ManbariTS19

Seyed Amjad Seyedi S. Siamak Ghodsi Fardin Akhlaghian Tab Mahdi Jalili Parham Moradi Self-Paced Multi-Label Learning with Diversity. 790-805 2019 ACML http://proceedings.mlr.press/v101/seyedi19a.html conf/acml/2019 db/conf/acml/acml2019.html#SeyediGAJM19

Seyed Amjad Seyedi S. Siamak Ghodsi Fardin Akhlaghian Tab Mahdi Jalili Parham Moradi Self-Paced Multi-Label Learning with Diversity. 2019 abs/1910.03497 CoRR http://arxiv.org/abs/1910.03497 db/journals/corr/corr1910.html#abs-1910-03497

Mohsen Fathian Fardin Akhlaghian Tab Karim Moradi Soudeh Saien A learning automata framework based on relevance feedback for content-based image retrieval. 1457-1472 2018 9 Int. J. Mach. Learn. Cybern. 9 https://doi.org/10.1007/s13042-017-0656-x db/journals/mlc/mlc9.html#FathianTMS18

Zhila Bahrami Fardin Akhlaghian Tab A new robust video watermarking algorithm based on SURF features and block classification. 327-345 2018 77 Multim. Tools Appl. 1 https://doi.org/10.1007/s11042-016-4226-0 db/journals/mta/mta77.html#BahramiT18

Fardin Ahmadizar Khabat Soltanian Fardin Akhlaghian Tab Ioannis G. Tsoulos Artificial neural network development by means of a novel combination of grammatical evolution and genetic algorithm. 1-13 2015 39 Eng. Appl. Artif. Intell. https://doi.org/10.1016/j.engappai.2014.11.003 https://www.wikidata.org/entity/Q115449132 db/journals/eaai/eaai39.html#AhmadizarSAT15

Sina Tabakhi Parham Moradi Fardin Akhlaghian Tab An unsupervised feature selection algorithm based on ant colony optimization. 112-123 2014 32 Eng. Appl. Artif. Intell. https://doi.org/10.1016/j.engappai.2014.03.007 db/journals/eaai/eaai32.html#TabakhiMA14

Shahin Salavati Kyumars Sheykh Esmaili Fardin Akhlaghian Tab Stemming for Kurdish Information Retrieval. 272-283 2013 AIRS https://doi.org/10.1007/978-3-642-45068-6_24 conf/airs/2013 db/conf/airs/airs2013.html#SalavatiEA13

Wafa Barkhoda Fardin Akhlaghian Tab Mehran Deljavan Amiri Mohammad Nouroozzadeh Retina identification based on the pattern of blood vessels using fuzzy logic. 113 2011 2011 EURASIP J. Adv. Signal Process. https://doi.org/10.1186/1687-6180-2011-113 https://www.wikidata.org/entity/Q59267693 db/journals/ejasp/ejasp2011.html#BarkhodaTAN11

Mohsen Fathian Fardin Akhlaghian Tab A Novel Content-Based Image Retrieval Approach Using Fuzzy Combination of Color and Texture. 12-23 2011 AICI (3) https://doi.org/10.1007/978-3-642-23896-3_2 conf/aici/2011-3 db/conf/aici/aici2011-3.html#FathianT11 Fardin Akhlaghian Tab Batool Arzanian Parham Moradi A Personalized Search Engine Using Ontology-Based Fuzzy Concept Networks. 137-141 2010 DSDE https://doi.org/10.1109/DSDE.2010.30 https://doi.ieeecomputersociety.org/10.1109/DSDE.2010.30 conf/dsde/2010 db/conf/dsde/dsde2010.html#AkhlaghianAM10 Morteza Makhloghi Fardin Akhlaghian Tab Habibollah Danyali Robust digital image watermarking using singular value decomposition. 219-224 2010 ISSPIT https://doi.org/10.1109/ISSPIT.2010.5711780 https://doi.ieeecomputersociety.org/10.1109/ISSPIT.2010.5711780 conf/isspit/2010 db/conf/isspit/isspit2010.html#MakhloghiAD10 Fereshteh Gharibi Fardin Akhlaghian Tab Javad RavanJamJah Bahram Zahir Azami Using the local information of image to identify the source camera. 515-519 2010 ISSPIT https://doi.org/10.1109/ISSPIT.2010.5711808 https://doi.ieeecomputersociety.org/10.1109/ISSPIT.2010.5711808 conf/isspit/2010 db/conf/isspit/isspit2010.html#GharibiARZ10 Batool Arzanian Fardin Akhlaghian Tab Parham Moradi A Multi-Agent Based Personalized Meta-Search Engine Using Automatic Fuzzy Concept Networks. 208-211 2010 WKDD https://doi.org/10.1109/WKDD.2010.95 https://doi.ieeecomputersociety.org/10.1109/WKDD.2010.95 conf/wkdd/2010 db/conf/wkdd/wkdd2010.html#ArzanianAM10 Mehran Deljavan Amiri Fardin Akhlaghian Tab Wafa Barkhoda Retina Identification Based on the Pattern of Blood Vessels Using Angular and Radial Partitioning. 732-739 2009 ACIVS https://doi.org/10.1007/978-3-642-04697-1_68 conf/acivs/2009 db/conf/acivs/acivs2009.html#AmiriTB09 Wafa Barkhoda Fardin Akhlaghian Tab Mehran Deljavan Amiri Rotation invariant retina identification based on the sketch of vessels using angular partitioning. 3-6 2009 IMCSIT https://doi.org/10.1109/IMCSIT.2009.5352741 conf/imcsit/2009 db/conf/imcsit/imcsit2009.html#BarkhodaTA09 Wafa Barkhoda Fardin Akhlaghian Tab Om-Kolsoom Shahryari Fuzzy edge detection based on pixel's gradient and standard deviation values. 7-10 2009 IMCSIT https://doi.org/10.1109/IMCSIT.2009.5352742 conf/imcsit/2009 db/conf/imcsit/imcsit2009.html#BarkhodaTS09

Fardin Akhlaghian Tab Golshah Naghdy Alfred Mertins Scalable multiresolution color image segmentation. 1670-1687 2006 86 Signal Process. 7 https://doi.org/10.1016/j.sigpro.2005.09.016 db/journals/sigpro/sigpro86.html#TabNM06

Fardin Akhlaghian Tab Golshah Naghdy Scalable Multiresolution Image Segmentation and Its Application in Video Object Extraction Algorithm. 241-247 2005 conf/vision/2005 VISION db/conf/vision/vision2005.html#TabN05 Fardin Akhlaghian Tab Golshah Naghdy Alfred Mertins Multi Resolution Image Segmentation with Border Smoothness for Scalable Object-based Wavelet Coding. 977-986 2003 conf/dicta/2003 DICTA http://www.cmis.csiro.au/Hugues.Talbot/dicta2003/cdrom/pdf/0977.pdf db/conf/dicta/dicta2003.html#TabNM03 Alireza Abdollahpouri Hadi Afshoon Fardin Ahmadizar Mehran Deljavan Amiri Jamal Arkat Batool Arzanian Hoshang Qasim Awla Bahram Zahir Azami Zhila Bahrami Wafa Barkhoda Ako Bartani Jovan Chavoshinejad Fatemeh Daneshfar Habibollah Danyali Kyumars Sheykh Esmaili Mohammad Faraji Ali Fatahbeygi Mohsen Fathian Mahsa Gazeran Fereshteh Gharibi S. Siamak Ghodsi Nicolas Gillis Akram Hajiveiseh Eghbal Hosseini Negin Jabari Mahdi Jalili Sahar Karimi Abdulrahman Lotfi Reza Mahmoodi Morteza Makhloghi Zhaleh Manbari Alfred Mertins Mahmud Abdulla Mohammad Arina Mohammadi Mahsa Mohammadi Rojiar Pir Mohammadiani Karim Moradi Parham Moradi Shirin Moradi Atefeh Moradyani Maryam Mozafari Golshah Naghdy Mohammad Nouroozzadeh Mohsen Ramezani Javad RavanJamJah Barzan Saeedpour Soudeh Saien Navid Salahian Chiman Salavati Shahin Salavati Seyed Amjad SeyediAmjad Seyedi Om-Kolsoom Shahryari Amin Shokrzade Sayvan Soleymanbaigi Khabat Soltanian Sina Tabakhi Ali Takrar Ioannis G. Tsoulos