Ali Hamzeh

According to our database, Ali Hamzeh authored at least 96 papers between 2005 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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., January, 2024

DL-Reg: A deep learning regularization technique using linear regression.

Maryam Dialameh, Ali Hamzeh, Hossein Rahmani, Safoura Dialameh, Hyock Ju Kwon

Expert Syst. Appl., 2024

2023

Local community detection based on influence maximization in dynamic networks.

Mohammad Ebrahim Samie, Eileen Behbood, Ali Hamzeh

Appl. Intell., August, 2023

IFMD: image fusion for malware detection.

Hashem Hashemi, Mohammad Ebrahim Samie, Ali Hamzeh

J. Comput. Virol. Hacking Tech., June, 2023

LBCIM: Loyalty Based Competitive Influence Maximization with epsilon-greedy MCTS strategy.

Malihe Alavi, Farnoush Manavi, Amirhossein Ansari, Ali Hamzeh

CoRR, 2023

A subgraphs-density based overlapping community detection algorithm for large-scale complex networks.

Seyed Mojtaba Saif, Mohammad Ebrahim Samie, Ali Hamzeh

Computing, 2023

2022

A novel approach for ransomware detection based on PE header using graph embedding.

Farnoush Manavi, Ali Hamzeh

J. Comput. Virol. Hacking Tech., 2022

Ransomware Detection Based on PE Header Using Convolutional Neural Networks.

Farnoush Manavi, Ali Hamzeh

ISC Int. J. Inf. Secur., 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

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

High-Dimensional Axis-Aligned Bounding Box with Outliers.

Ali Mostafavi, Ali Hamzeh

Proceedings of the 34th Canadian Conference on Computational Geometry, 2022

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

Dynamic feature weighting for multi-label classification problems.

Maryam Dialameh, Ali Hamzeh

Prog. Artif. 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

FAIMCS: A fast and accurate influence maximization algorithm in social networks based on community structures.

Esmaeil Bagheri, Gholamhossein Dastghaibyfard, Ali Hamzeh

Comput. Intell., 2021

Static Detection of Ransomware Using LSTM Network and PE Header.

Farnoush Manavi, Ali Hamzeh

Proceedings of the 26th International Computer Conference, Computer Society of Iran, 2021

2020

Parallel-CNN network for malware detection.

Nazanin Bakhshinejad, Ali Hamzeh

IET Inf. Secur., 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, Amir Reza Radmard, Safoura Dialameh

CoRR, 2020

DL-Reg: A Deep Learning Regularization Technique using Linear Regression.

Maryam Dialameh, Ali Hamzeh, Hossein Rahmani

CoRR, 2020

A New Method for Ransomware Detection Based on PE Header Using Convolutional Neural Networks.

Farnoush Manavi, Ali Hamzeh

Proceedings of the 17th International ISC Conference on Information Security and Cryptology, 2020

2019

Visual malware detection using local malicious pattern.

Hashem Hashemi, Ali Hamzeh

J. Comput. Virol. Hacking Tech., 2019

Music classification as a new approach for malware detection.

Mehrdad Farrokhmanesh, Ali Hamzeh

J. Comput. Virol. Hacking Tech., 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

Competitive Influence Maximization: Integrating Budget Allocation and Seed Selection.

Amirhossein Ansari, Masoud Dadgar, Ali Hamzeh, Jörg Schlötterer, Michael Granitzer

CoRR, 2019

A new approach for malware detection based on evolutionary algorithm.

Farnoush Manavi, Ali Hamzeh

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

2018

Human Strategy (HS) Optimization Algorithm.

Mohammad Amin Soltani-Sarvestani, Zohreh Azimifar, Ali Hamzeh

Soft Comput., 2018

Continuous state online influence maximization in social network.

Negar Emami, Niloofar Mozafari, Ali Hamzeh

Soc. Netw. Anal. Min., 2018

Domain invariant feature extraction against evasion attack.

Zeinab Khorshidpour, Jafar Tahmoresnezhad, Sattar Hashemi, Ali Hamzeh

Int. J. Mach. Learn. Cybern., 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

Incremental community miner for dynamic networks.

Ali Tabarzad, Ali Hamzeh

Appl. Intell., 2018

Change-aware community detection approach for dynamic social networks.

Mohammad Ebrahim Samie, Ali Hamzeh

Appl. Intell., 2018

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

Discovering the Hidden Structure of a Social Network: A Semi Supervised Approach.

Negar Foroutan Eghlidi, Ali Hamzeh

IEEE Trans. Comput. Soc. Syst., 2017

Community detection in dynamic social networks: A local evolutionary approach.

Mohammad Ebrahim Samie, Ali Hamzeh

J. Inf. Sci., 2017

Modelling information diffusion based on non-dominated friends in social networks.

Niloofar Mozafari, Ali Hamzeh, Sattar Hashemi

J. Inf. Sci., 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

Using domain adaptation in adversarial environment.

Zeinab Khorshidpour, Jafar Tahmoresnezhad, Sattar Hashemi, Ali Hamzeh

Int. J. Data Min. Model. Manag., 2017

A heuristic local community detection method (HLCD).

Ali Tabarzad, Ali Hamzeh

Appl. Intell., 2017

Evaluation of random forest classifier in security domain.

Zeinab Khorshidpour, Sattar Hashemi, Ali Hamzeh

Appl. Intell., 2017

Continuous states latency aware influence maximization in social networks.

Rezvan Mohamadi-Baghmolaei, Niloofar Mozafari, Ali Hamzeh

AI Commun., 2017

2016

A PSO-based multi-robot cooperation method for target searching in unknown environments.

Masoud Dadgar, Shahram Jafari, Ali Hamzeh

Neurocomputing, 2016

A coevolutionary approach to many objective optimization based on a novel ranking method.

Mohammad Abbasi Rad, Ali Hamzeh

Intell. Data Anal., 2016

A diversity control mechanism in many objective optimizations.

Kimia Bazargan Lari, Ali Hamzeh

Appl. Intell., 2016

An efficient and fast influence maximization algorithm based on community detection.

Esmaeil Bagheri, Gholamhossein Dastghaibyfard, Ali Hamzeh

Proceedings of the 12th International Conference on Natural Computation, 2016

Learning a Secure Classifier against Evasion Attack.

Zeinab Khorshidpour, Sattar Hashemi, Ali Hamzeh

Proceedings of the IEEE International Conference on Data Mining Workshops, 2016

A parameter-free method for detecting local communities based on attainable information.

Ardavan Afshar, Mansoor Zolghadri Jahromi, Ali Hamzeh

Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2016

2015

An enriched social behavioural information diffusion model in social networks.

Niloofar Mozafari, Ali Hamzeh

J. Inf. Sci., 2015

A fuzzy based approach for fitness approximation in multi-objective evolutionary algorithms.

Zahra Pourbahman, Ali Hamzeh

J. Intell. Fuzzy Syst., 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

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

Trust based latency aware influence maximization in social networks.

Rezvan Mohamadi-Baghmolaei, Niloofar Mozafari, Ali Hamzeh

Eng. Appl. Artif. Intell., 2015

Knowledge Representation in Learning Classifier Systems: A Review.

Farzaneh Shoeleh, Mahshid Majd, Ali Hamzeh, Sattar Hashemi

CoRR, 2015

An ensemble game theoretic approach for multi-objective optimization.

Mahsa Badami, Niloofar Mozafari, Ali Hamzeh, Sattar Hashemi

AI Commun., 2015

Team formation in social networks based on local distance metric.

Bahareh Ashenagar, Negar Foroutan Eghlidi, Ardavan Afshar, Ali Hamzeh

Proceedings of the 12th International Conference on Fuzzy Systems and Knowledge Discovery, 2015

2014

Reducing the Computational Cost in Multi-objective Evolutionary Algorithms by Filtering Worthless Individuals.

Zahra Pourbahman, Ali Hamzeh

CoRR, 2014

A Martingale Approach to Detect Peak of News in Social Network.

Saba Babakhani, Niloofar Mozafari, Ali Hamzeh

CoRR, 2014

A statistical approach for clustering in streaming data.

Niloofar Mozafari, Sattar Hashemi, Ali Hamzeh

Artif. Intell. Res., 2014

2013

Using reinforcement learning to find an optimal set of features.

Seyed Mehdi Hazrati Fard, Ali Hamzeh, Sattar Hashemi

Comput. Math. Appl., 2013

An enriched game-theoretic framework for multi-objective clustering.

Mahsa Badami, Ali Hamzeh, Sattar Hashemi

Appl. Soft Comput., 2013

Discovering overlapping communities in social networks: A novel game-theoretic approach.

Hamidreza Alvari, Sattar Hashemi, Ali Hamzeh

AI Commun., 2013

Modeling information diffusion and community membership using stochastic optimization.

Alireza Hajibagheri, Ali Hamzeh, Gita Sukthankar

Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013

2012

A novel steganalysis for TPVD steganographic method based on differences of pixel difference histogram.

Nazanin Zaker, Ali Hamzeh

Multim. Tools Appl., 2012

SPCF: a stepwise partitioning for collaborative filtering to alleviate sparsity problems.

Elham Hoseini, Sattar Hashemi, Ali Hamzeh

J. Inf. Sci., 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

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

A Novel Strategy Selection Method for Multi-Objective Clustering Algorithms Using Game Theory

Mahsa Badami, Ali Hamzeh, Sattar Hashemi

CoRR, 2012

Using Noun Similarity to Adapt an Acceptability Measure for Persian Light Verb Constructions.

Shiva Taslimipoor, Afsaneh Fazly, Ali Hamzeh

Proceedings of the Eighth International Conference on Language Resources and Evaluation, 2012

A levelwise spectral co-clustering algorithm for collaborative filtering.

Elham Hoseini, Sattar Hashemi, Ali Hamzeh

Proceedings of the 6th International Conference on Ubiquitous Information Management and Communication, 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

Proceedings of the 12th IEEE International Conference on Data Mining Workshops, 2012

A Game-Theoretic Framework to Identify Top-K Teams in Social Networks.

Maryam Sorkhi, Hamidreza Alvari, Sattar Hashemi, Ali Hamzeh

Proceedings of the KDIR 2012 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval, Barcelona, Spain, 4, 2012

A game theoretic framework for feature selection.

Seyed Mehdi Hazrati Fard, Ali Hamzeh, Sattar Hashemi

Proceedings of the 9th International Conference on Fuzzy Systems and Knowledge Discovery, 2012

Community Detection in Social Networks Using Information Diffusion.

Alireza Hajibagheri, Hamidreza Alvari, Ali Hamzeh, Sattar Hashemi

Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2012

Link Prediction in Social Network Using Co-clustering Based Approach.

Elham Hoseini, Sattar Hashemi, Ali Hamzeh

Proceedings of the 26th International Conference on Advanced Information Networking and Applications Workshops, 2012

Harmony-Based Feature Weighting to Improve the Nearest Neighbor Classification.

Ali Adeli, Mehrnoosh Sinaee, M. Javad Zomorodian, Ali Hamzeh

Proceedings of the Advances in Computing and Information Technology - Proceedings of the Second International Conference on Advances in Computing and Information Technology (ACITY) July 13-15, 2012, Chennai, India, 2012

2011

CBDL: Context-based distance learning for categorical attributes.

Zeinab Khorshidpour, Sattar Hashemi, Ali Hamzeh

Int. J. Intell. Syst., 2011

A Precise Statistical approach for concept change detection in unlabeled data streams.

Niloofar Mozafari, Sattar Hashemi, Ali Hamzeh

Comput. Math. Appl., 2011

An Effective Expert Team Formation in Social Networks Based on Skill Grading.

Farnoush Farhadi, Maryam Sorkhi, Sattar Hashemi, Ali Hamzeh

Proceedings of the Data Mining Workshops (ICDMW), 2011

Towards final rule set reduction in XCS: a fuzzy representation approach.

Farzaneh Shoeleh, Ali Hamzeh, Sattar Hashemi

Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

Voting based learning classifier system for multi-label classification.

Kaveh Ahmadi Abhari, Ali Hamzeh, Sattar Hashemi

Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

Anomaly Detection in Categorical Datasets Using Bayesian Networks.

Lida Rashidi, Sattar Hashemi, Ali Hamzeh

Proceedings of the Artificial Intelligence and Computational Intelligence, 2011

Detecting Overlapping Communities in Social Networks by Game Theory and Structural Equivalence Concept.

Hamidreza Alvari, Sattar Hashemi, Ali Hamzeh

Proceedings of the Artificial Intelligence and Computational Intelligence, 2011

2010

To Handle Real Valued Input in XCS: Using Fuzzy Hyper-trapezoidal Membership in Classifier Condition.

Farzaneh Shoeleh, Ali Hamzeh, Sattar Hashemi

Proceedings of the Simulated Evolution and Learning - 8th International Conference, 2010

Towards Efficient and Effective Negative Selection Algorithm: A Convex Hull Representation Scheme.

Mahshid Majd, Farzaneh Shoeleh, Ali Hamzeh, Sattar Hashemi

Proceedings of the Simulated Evolution and Learning - 8th International Conference, 2010

Malware detection based on mining API calls.

Ashkan Sami, Babak Yadegari, Hossein Rahimi, Naser Peiravian, Sattar Hashemi, Ali Hamzeh

Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), 2010

2009

Agent Based Decision Tree Learning: a Novel Approach.

Mohsen Rahmani, Sattar Hashemi, Ali Hamzeh, Ashkan Sami

Int. J. Softw. Eng. Knowl. Eng., 2009

A Recursive Classifier System for Partially Observable Environments.

Ali Hamzeh, Sattar Hashemi, Ashkan Sami, Adel Rahmani

Fundam. Informaticae, 2009

Improving Security of Pixel Value Differencing Steganographic Method.

Nazanin Zaker, Ali Hamzeh, Seraj D. Katebi, Shadrokh Samavi

Proceedings of the NTMS 2009, 2009

A Grid Based Cooperative Co-evolutionary Multi-Objective Algorithm.

Sepehr Meshkinfam Fard, Ali Hamzeh, Koorush Ziarati

Proceedings of the Artificial Intelligence and Computational Intelligence, 2009

2008

Approximating Arbitrary Reinforcement Signal by Learning Classifier Systems using Micro Genetic Algorithm.

Ali Hamzeh, Adel Rahmani

Fundam. Informaticae, 2008

A New Architecture for Learning Classifier Systems to Solve POMDP Problems.

Ali Hamzeh, Adel Rahmani

Fundam. Informaticae, 2008

2007

A New Architecture of XCS to Approximate Real-Valued Functions Based on High Order Polynomials Using Variable-Length GA.

Ali Hamzeh, Adel Rahmani

Proceedings of the Third International Conference on Natural Computation, 2007

2006

A Pattern Based Evolutionary Approach to Prediction Computation in XCSF.

Ali Hamzeh, Adel Rahmani

Proceedings of the Advances in Natural Computation, Second International Conference, 2006

Extending XCSFG beyond Linear Approximation.

Ali Hamzeh, Adeli Rahmani

Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

2005

A Fuzzy System to Control Exploration Rate in XCS.

Ali Hamzeh, Adel Rahmani

Proceedings of the Learning Classifier Systems, International Workshops, 2005

Intelligent exploration method for XCS.

Ali Hamzeh, Adel Rahmani

Proceedings of the Genetic and Evolutionary Computation Conference, 2005

An Evolutionary Function Approximation Approach to Compute Prediction in XCSF.

Ali Hamzeh, Adel Rahmani

Proceedings of the Machine Learning: ECML 2005, 2005