An Evolutionary Function Approximation Approach to Compute Prediction in XCSF. - Ali Hamzeh; Adel Rahmani (ECML, 2005)

Intelligent exploration method for XCS. - Ali Hamzeh; Adel Rahmani (GECCO Workshops, 2005)

A Fuzzy System to Control Exploration Rate in XCS. - Ali Hamzeh; Adel Rahmani (IWLCS, 2005)

Extending XCSFG beyond Linear Approximation. - Ali Hamzeh; Adeli Rahmani (IEEE Congress on Evolutionary Computation, 2006)

A Pattern Based Evolutionary Approach to Prediction Computation in XCSF. - Ali Hamzeh; Adel Rahmani (ICNC (1), 2006)

A New Architecture of XCS to Approximate Real-Valued Functions Based on High Order Polynomials Using Variable-Length GA. - Ali Hamzeh; Adel Rahmani (ICNC (3), 2007)

A New Architecture for Learning Classifier Systems to Solve POMDP Problems. - Ali Hamzeh; Adel Rahmani (Fundam. Informaticae, 2008)

Approximating Arbitrary Reinforcement Signal by Learning Classifier Systems using Micro Genetic Algorithm. - Ali Hamzeh; Adel Rahmani (Fundam. Informaticae, 2008)

A Grid Based Cooperative Co-evolutionary Multi-Objective Algorithm. - Sepehr Meshkinfam Fard; Ali Hamzeh; Koorush Ziarati (AICI, 2009)

Improving Security of Pixel Value Differencing Steganographic Method. - Nazanin Zaker; Ali Hamzeh; Seraj D. Katebi; Shadrokh Samavi (NTMS, 2009)

A Recursive Classifier System for Partially Observable Environments. - Ali Hamzeh; Sattar Hashemi; Ashkan Sami; Adel Rahmani (Fundam. Informaticae, 2009)

Agent Based Decision Tree Learning: a Novel Approach. - Mohsen Rahmani; Sattar Hashemi; Ali Hamzeh; Ashkan Sami (Int. J. Softw. Eng. Knowl. Eng., 2009)

Malware detection based on mining API calls. - Ashkan Sami; Babak Yadegari; Hossein Rahimi; Naser Peiravian; Sattar Hashemi; Ali Hamzeh (SAC, 2010)

Towards Efficient and Effective Negative Selection Algorithm: A Convex Hull Representation Scheme. - Mahshid Majd; Farzaneh Shoeleh; Ali Hamzeh; Sattar Hashemi (SEAL, 2010)

To Handle Real Valued Input in XCS: Using Fuzzy Hyper-trapezoidal Membership in Classifier Condition. - Farzaneh Shoeleh; Ali Hamzeh; Sattar Hashemi (SEAL, 2010)

Detecting Overlapping Communities in Social Networks by Game Theory and Structural Equivalence Concept. - Hamidreza Alvari; Sattar Hashemi; Ali Hamzeh (AICI (2), 2011)

Anomaly Detection in Categorical Datasets Using Bayesian Networks. - Lida Rashidi; Sattar Hashemi; Ali Hamzeh (AICI (2), 2011)

Voting based learning classifier system for multi-label classification. - Kaveh Ahmadi Abhari; Ali Hamzeh; Sattar Hashemi (GECCO (Companion), 2011)

Towards final rule set reduction in XCS: a fuzzy representation approach. - Farzaneh Shoeleh; Ali Hamzeh; Sattar Hashemi (GECCO, 2011)

An Effective Expert Team Formation in Social Networks Based on Skill Grading. - Farnoush Farhadi; Maryam Sorkhi; Sattar Hashemi; Ali Hamzeh (ICDM Workshops, 2011)

A Precise Statistical approach for concept change detection in unlabeled data streams. - Niloofar Mozafari; Sattar Hashemi; Ali Hamzeh (Comput. Math. Appl., 2011)

CBDL: Context-based distance learning for categorical attributes. - Zeinab Khorshidpour; Sattar Hashemi; Ali Hamzeh (Int. J. Intell. Syst., 2011)

Harmony-Based Feature Weighting to Improve the Nearest Neighbor Classification. - Ali Adeli; Mehrnoosh Sinaee; M. Javad Zomorodian; Ali Hamzeh (ACITY (2), 2012)

Link Prediction in Social Network Using Co-clustering Based Approach. - Elham Hoseini; Sattar Hashemi; Ali Hamzeh (AINA Workshops, 2012)

Community Detection in Social Networks Using Information Diffusion. - Alireza Hajibagheri; Hamidreza Alvari; Ali Hamzeh; Sattar Hashemi (ASONAM, 2012)

A game theoretic framework for feature selection. - Seyed Mehdi Hazrati Fard; Ali Hamzeh; Sattar Hashemi (FSKD, 2012)

A Game-Theoretic Framework to Identify Top-K Teams in Social Networks. - Maryam Sorkhi; Hamidreza Alvari; Sattar Hashemi; Ali Hamzeh (KDIR, 2012)

TeamFinder: A Co-clustering based Framework for Finding an Effective Team of Experts in Social Networks. - Farnoush Farhadi; Elham Hoseini; Sattar Hashemi; Ali Hamzeh (ICDM Workshops, 2012)

A levelwise spectral co-clustering algorithm for collaborative filtering. - Elham Hoseini; Sattar Hashemi; Ali Hamzeh (ICUIMC, 2012)

Using Noun Similarity to Adapt an Acceptability Measure for Persian Light Verb Constructions. - Shiva Taslimipoor; Afsaneh Fazly; Ali Hamzeh (LREC, 2012)

A Novel Strategy Selection Method for Multi-Objective Clustering Algorithms Using Game Theory - Mahsa Badami; Ali Hamzeh; Sattar Hashemi (CoRR, 2012)

DBFS: An effective Density Based Feature Selection scheme for small sample size and high dimensional imbalanced data sets. - Mina Alibeigi; Sattar Hashemi; Ali Hamzeh (Data Knowl. Eng., 2012)

An Effective Framework for Fast Expert Mining in Collaboration Networks: A Group-Oriented and Cost-Based Method. - Farnoush Farhadi; Maryam Sorkhi; Sattar Hashemi; Ali Hamzeh (J. Comput. Sci. Technol., 2012)

SPCF: a stepwise partitioning for collaborative filtering to alleviate sparsity problems. - Elham Hoseini; Sattar Hashemi; Ali Hamzeh (J. Inf. Sci., 2012)

A novel steganalysis for TPVD steganographic method based on differences of pixel difference histogram. - Nazanin Zaker; Ali Hamzeh (Multim. Tools Appl., 2012)

Modeling information diffusion and community membership using stochastic optimization. - Alireza Hajibagheri; Ali Hamzeh; Gita Sukthankar (ASONAM, 2013)

Discovering overlapping communities in social networks: A novel game-theoretic approach. - Hamidreza Alvari; Sattar Hashemi; Ali Hamzeh (AI Commun., 2013)

An enriched game-theoretic framework for multi-objective clustering. - Mahsa Badami; Ali Hamzeh; Sattar Hashemi (Appl. Soft Comput., 2013)

Using reinforcement learning to find an optimal set of features. - Seyed Mehdi Hazrati Fard; Ali Hamzeh; Sattar Hashemi (Comput. Math. Appl., 2013)

A statistical approach for clustering in streaming data. - Niloofar Mozafari; Sattar Hashemi; Ali Hamzeh (Artif. Intell. Res., 2014)

A Martingale Approach to Detect Peak of News in Social Network. - Saba Babakhani; Niloofar Mozafari; Ali Hamzeh (CoRR, 2014)

Reducing the Computational Cost in Multi-objective Evolutionary Algorithms by Filtering Worthless Individuals. - Zahra Pourbahman; Ali Hamzeh (CoRR, 2014)

Team formation in social networks based on local distance metric. - Bahareh Ashenagar; Negar Foroutan Eghlidi; Ardavan Afshar; Ali Hamzeh (FSKD, 2015)

An ensemble game theoretic approach for multi-objective optimization. - Mahsa Badami; Niloofar Mozafari; Ali Hamzeh; Sattar Hashemi (AI Commun., 2015)

Knowledge Representation in Learning Classifier Systems: A Review. - Farzaneh Shoeleh; Mahshid Majd; Ali Hamzeh; Sattar Hashemi (CoRR, 2015)

Trust based latency aware influence maximization in social networks. - Rezvan Mohamadi-Baghmolaei; Niloofar Mozafari; Ali Hamzeh (Eng. Appl. Artif. Intell., 2015)

Scaling up the hybrid Particle Swarm Optimization algorithm for nominal data-sets. - Hedayatollah Dallaki; Kimia Bazargan Lari; Ali Hamzeh; Sattar Hashemi; Ashkan Sami (Intell. Data Anal., 2015)

HC-MOEA: A hierarchical clustering approach for increasing the solution's diversity in multiobjective evolutionary algorithms. - Kamyab Tahernezhad; Kimia Bazargan Lari; Ali Hamzeh; Sattar Hashemi (Intell. Data Anal., 2015)

A fuzzy based approach for fitness approximation in multi-objective evolutionary algorithms. - Zahra Pourbahman; Ali Hamzeh (J. Intell. Fuzzy Syst., 2015)

An enriched social behavioural information diffusion model in social networks. - Niloofar Mozafari; Ali Hamzeh (J. Inf. Sci., 2015)

A parameter-free method for detecting local communities based on attainable information. - Ardavan Afshar; Mansoor Zolghadri Jahromi; Ali Hamzeh (ASONAM, 2016)

Learning a Secure Classifier against Evasion Attack. - Zeinab Khorshidpour; Sattar Hashemi; Ali Hamzeh (ICDM Workshops, 2016)

An efficient and fast influence maximization algorithm based on community detection. - Esmaeil Bagheri; Gholamhossein Dastghaibyfard; Ali Hamzeh (ICNC-FSKD, 2016)

A diversity control mechanism in many objective optimizations. - Kimia Bazargan Lari; Ali Hamzeh (Appl. Intell., 2016)

A coevolutionary approach to many objective optimization based on a novel ranking method. - Mohammad Abbasi Rad; Ali Hamzeh (Intell. Data Anal., 2016)

A PSO-based multi-robot cooperation method for target searching in unknown environments. - Masoud Dadgar; Shahram Jafari; Ali Hamzeh (Neurocomputing, 2016)

Continuous states latency aware influence maximization in social networks. - Rezvan Mohamadi-Baghmolaei; Niloofar Mozafari; Ali Hamzeh (AI Commun., 2017)

Evaluation of random forest classifier in security domain. - Zeinab Khorshidpour; Sattar Hashemi; Ali Hamzeh (Appl. Intell., 2017)

A heuristic local community detection method (HLCD). - Ali Tabarzad; Ali Hamzeh (Appl. Intell., 2017)

Using domain adaptation in adversarial environment. - Zeinab Khorshidpour; Jafar Tahmoresnezhad; Sattar Hashemi; Ali Hamzeh (Int. J. Data Min. Model. Manag., 2017)

Multi-objective perception model for diffusion of information in social networks. - Niloofar Mozafari; Ali Hamzeh; Sattar Hashemi (Int. J. Data Min. Model. Manag., 2017)

Modelling information diffusion based on non-dominated friends in social networks. - Niloofar Mozafari; Ali Hamzeh; Sattar Hashemi (J. Inf. Sci., 2017)

Community detection in dynamic social networks: A local evolutionary approach. - Mohammad Ebrahim Samie; Ali Hamzeh (J. Inf. Sci., 2017)

Discovering the Hidden Structure of a Social Network: A Semi Supervised Approach. - Negar Foroutan Eghlidi; Ali Hamzeh (IEEE Trans. Comput. Soc. Syst., 2017)

Graph embedding as a new approach for unknown malware detection. - Hashem Hashemi; Amin Azmoodeh; Ali Hamzeh; Sattar Hashemi (J. Comput. Virol. Hacking Tech., 2017)

Change-aware community detection approach for dynamic social networks. - Mohammad Ebrahim Samie; Ali Hamzeh (Appl. Intell., 2018)

Incremental community miner for dynamic networks. - Ali Tabarzad; Ali Hamzeh (Appl. Intell., 2018)

FSIM: A Fast and Scalable Influence Maximization Algorithm Based on Community Detection. - Esmaeil Bagheri; Gholamhossein Dastghaibyfard; Ali Hamzeh (Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2018)

Domain invariant feature extraction against evasion attack. - Zeinab Khorshidpour; Jafar Tahmoresnezhad; Sattar Hashemi; Ali Hamzeh (Int. J. Mach. Learn. Cybern., 2018)

Continuous state online influence maximization in social network. - Negar Emami; Niloofar Mozafari; Ali Hamzeh (Soc. Netw. Anal. Min., 2018)

Human Strategy (HS) Optimization Algorithm. - Mohammad Amin Soltani-Sarvestani; Zohreh Azimifar; Ali Hamzeh (Soft Comput., 2018)

A new approach for malware detection based on evolutionary algorithm. - Farnoush Manavi; Ali Hamzeh (GECCO (Companion), 2019)

Competitive Influence Maximization: Integrating Budget Allocation and Seed Selection. - Amirhossein Ansari; Masoud Dadgar; Ali Hamzeh; Jörg Schlötterer; Michael Granitzer (CoRR, 2019)

Forming a well-connected team of experts based on a social network graph: a novel weighting approach. - Bahareh Ashenagar; Ali Hamzeh (Soc. Netw. Anal. Min., 2019)

Music classification as a new approach for malware detection. - Mehrdad Farrokhmanesh; Ali Hamzeh (J. Comput. Virol. Hacking Tech., 2019)

Visual malware detection using local malicious pattern. - Hashem Hashemi; Ali Hamzeh (J. Comput. Virol. Hacking Tech., 2019)

A New Method for Ransomware Detection Based on PE Header Using Convolutional Neural Networks. - Farnoush Manavi; Ali Hamzeh (ISCISC, 2020)

DL-Reg: A Deep Learning Regularization Technique using Linear Regression. - Maryam Dialameh; Ali Hamzeh; Hossein Rahmani 001 (CoRR, 2020)

Screening COVID-19 Based on CT/CXR Images & Building a Publicly Available CT-scan Dataset of COVID-19. - Maryam Dialameh; Ali Hamzeh; Hossein Rahmani 001; Amir Reza Radmard; Safoura Dialameh (CoRR, 2020)

Parallel-CNN network for malware detection. - Nazanin Bakhshinejad; Ali Hamzeh (IET Inf. Secur., 2020)

Static Detection of Ransomware Using LSTM Network and PE Header. - Farnoush Manavi; Ali Hamzeh (CSICC, 2021)

FAIMCS: A fast and accurate influence maximization algorithm in social networks based on community structures. - Esmaeil Bagheri; Gholamhossein Dastghaibyfard; Ali Hamzeh (Comput. Intell., 2021)

A PE header-based method for malware detection using clustering and deep embedding techniques. - Tina Rezaei; Farnoush Manavi; Ali Hamzeh (J. Inf. Secur. Appl., 2021)

Dynamic feature weighting for multi-label classification problems. - Maryam Dialameh; Ali Hamzeh (Prog. Artif. Intell., 2021)

A novel method for malware detection based on hardware events using deep neural networks. - Hadis Ghanei; Farnoush Manavi; Ali Hamzeh (J. Comput. Virol. Hacking Tech., 2021)

High-Dimensional Axis-Aligned Bounding Box with Outliers. - Ali Mostafavi; Ali Hamzeh (CCCG, 2022)

How to Boost the Performance of Recommender Systems by Social Trust? Studying the Challenges and Proposing a Solution. - Masoud Dadgar; Ali Hamzeh (IEEE Access, 2022)

Using Negative Ideas as a Tool to Maximize Positive Influence in Trust Social Networks. - Hanieh Asadi Golmankhaneh; Ali Hamzeh (Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2022)

Ransomware Detection Based on PE Header Using Convolutional Neural Networks. - Farnoush Manavi; Ali Hamzeh (ISC Int. J. Inf. Secur., 2022)

A novel approach for ransomware detection based on PE header using graph embedding. - Farnoush Manavi; Ali Hamzeh (J. Comput. Virol. Hacking Tech., 2022)

A subgraphs-density based overlapping community detection algorithm for large-scale complex networks. - Seyed Mojtaba Saif; Mohammad Ebrahim Samie; Ali Hamzeh (Computing, 2023)

LBCIM: Loyalty Based Competitive Influence Maximization with epsilon-greedy MCTS strategy. - Malihe Alavi; Farnoush Manavi; Amirhossein Ansari; Ali Hamzeh (CoRR, 2023)

IFMD: image fusion for malware detection. - Hashem Hashemi; Mohammad Ebrahim Samie; Ali Hamzeh (J. Comput. Virol. Hacking Tech., 2023)

Local community detection based on influence maximization in dynamic networks. - Mohammad Ebrahim Samie; Eileen Behbood; Ali Hamzeh (Appl. Intell., 2023)

DL-Reg: A deep learning regularization technique using linear regression. - Maryam Dialameh; Ali Hamzeh; Hossein Rahmani 001; Safoura Dialameh; Hyock Ju Kwon (Expert Syst. Appl., 2024)

Detecting Overlapping Communities in Complex Networks: An Evolutionary Label Propagation Approach. - Seyed Mojtaba Saif; Mohammad Ebrahim Samie; Ali Hamzeh (Int. J. Inf. Technol. Decis. Mak., 2024)

A Dominance Approach for Influence Maximization with Incomplete Information in Social Network. - Fatemeh Rakee; Niloofar Mozafari; Ali Hamzeh (Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2024)

PARS: A Position-Based Attention for Rumor Detection Using Feedback From Source News. - Hanieh Asadi Golmankhaneh; Ali Hamzeh; Niloofar Mozafari (IEEE Access, 2025)