Ali Hamzeh

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 46

Top Topics

Malware Detection

Social Networks

Influence Maximization

Top Venues

J. Comput. Virol. Hacking Tech.

Intell. Data Anal.

Publications

Seyed Mojtaba Saif, Mohammad Ebrahim Samie, Ali Hamzeh
Detecting Overlapping Communities in Complex Networks: An Evolutionary Label Propagation Approach. Int. J. Inf. Technol. Decis. Mak. 23 (1) (2024)
Maryam Dialameh, Ali Hamzeh, Hossein Rahmani, Safoura Dialameh, Hyock Ju Kwon
DL-Reg: A deep learning regularization technique using linear regression. Expert Syst. Appl. 247 (2024)
Hashem Hashemi, Mohammad Ebrahim Samie, Ali Hamzeh
IFMD: image fusion for malware detection. J. Comput. Virol. Hacking Tech. 19 (2) (2023)
Seyed Mojtaba Saif, Mohammad Ebrahim Samie, Ali Hamzeh
A subgraphs-density based overlapping community detection algorithm for large-scale complex networks. Computing 105 (1) (2023)
Mohammad Ebrahim Samie, Eileen Behbood, Ali Hamzeh
Local community detection based on influence maximization in dynamic networks. Appl. Intell. 53 (15) (2023)
Malihe Alavi, Farnoush Manavi, Amirhossein Ansari, Ali Hamzeh
LBCIM: Loyalty Based Competitive Influence Maximization with epsilon-greedy MCTS strategy. CoRR (2023)
Masoud Dadgar, Ali Hamzeh
How to Boost the Performance of Recommender Systems by Social Trust? Studying the Challenges and Proposing a Solution. IEEE Access 10 (2022)
Farnoush Manavi, Ali Hamzeh
Ransomware Detection Based on PE Header Using Convolutional Neural Networks. ISC Int. J. Inf. Secur. 14 (2) (2022)
Ali Mostafavi, Ali Hamzeh
High-Dimensional Axis-Aligned Bounding Box with Outliers. CCCG (2022)
Hanieh Asadi Golmankhaneh, Ali Hamzeh
Using Negative Ideas as a Tool to Maximize Positive Influence in Trust Social Networks. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 30 (1) (2022)
Farnoush Manavi, Ali Hamzeh
A novel approach for ransomware detection based on PE header using graph embedding. J. Comput. Virol. Hacking Tech. 18 (4) (2022)
Hadis Ghanei, Farnoush Manavi, Ali Hamzeh
A novel method for malware detection based on hardware events using deep neural networks. J. Comput. Virol. Hacking Tech. 17 (4) (2021)
Tina Rezaei, Farnoush Manavi, Ali Hamzeh
A PE header-based method for malware detection using clustering and deep embedding techniques. J. Inf. Secur. Appl. 60 (2021)
Maryam Dialameh, Ali Hamzeh
Dynamic feature weighting for multi-label classification problems. Prog. Artif. Intell. 10 (3) (2021)
Esmaeil Bagheri, Gholamhossein Dastghaibyfard, Ali Hamzeh
FAIMCS: A fast and accurate influence maximization algorithm in social networks based on community structures. Comput. Intell. 37 (4) (2021)
Farnoush Manavi, Ali Hamzeh
Static Detection of Ransomware Using LSTM Network and PE Header. CSICC (2021)
Farnoush Manavi, Ali Hamzeh
A New Method for Ransomware Detection Based on PE Header Using Convolutional Neural Networks. ISCISC (2020)
Maryam Dialameh, Ali Hamzeh, Hossein Rahmani
DL-Reg: A Deep Learning Regularization Technique using Linear Regression. CoRR (2020)
Nazanin Bakhshinejad, Ali Hamzeh
Parallel-CNN network for malware detection. IET Inf. Secur. 14 (2) (2020)
Maryam Dialameh, Ali Hamzeh, Hossein Rahmani, Amir Reza Radmard, Safoura Dialameh
Screening COVID-19 Based on CT/CXR Images & Building a Publicly Available CT-scan Dataset of COVID-19. CoRR (2020)
Amirhossein Ansari, Masoud Dadgar, Ali Hamzeh, Jörg Schlötterer, Michael Granitzer
Competitive Influence Maximization: Integrating Budget Allocation and Seed Selection. CoRR (2019)
Hashem Hashemi, Ali Hamzeh
Visual malware detection using local malicious pattern. J. Comput. Virol. Hacking Tech. 15 (1) (2019)
Farnoush Manavi, Ali Hamzeh
A new approach for malware detection based on evolutionary algorithm. GECCO (Companion) (2019)
Bahareh Ashenagar, Ali Hamzeh
Forming a well-connected team of experts based on a social network graph: a novel weighting approach. Soc. Netw. Anal. Min. 9 (1) (2019)
Mehrdad Farrokhmanesh, Ali Hamzeh
Music classification as a new approach for malware detection. J. Comput. Virol. Hacking Tech. 15 (2) (2019)
Zeinab Khorshidpour, Jafar Tahmoresnezhad, Sattar Hashemi, Ali Hamzeh
Domain invariant feature extraction against evasion attack. Int. J. Mach. Learn. Cybern. 9 (12) (2018)
Negar Emami, Niloofar Mozafari, Ali Hamzeh
Continuous state online influence maximization in social network. Soc. Netw. Anal. Min. 8 (1) (2018)
Esmaeil Bagheri, Gholamhossein Dastghaibyfard, Ali Hamzeh
FSIM: A Fast and Scalable Influence Maximization Algorithm Based on Community Detection. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 26 (3) (2018)
Ali Tabarzad, Ali Hamzeh
Incremental community miner for dynamic networks. Appl. Intell. 48 (10) (2018)
Mohammad Ebrahim Samie, Ali Hamzeh
Change-aware community detection approach for dynamic social networks. Appl. Intell. 48 (1) (2018)
Mohammad Amin Soltani-Sarvestani, Zohreh Azimifar, Ali Hamzeh
Human Strategy (HS) Optimization Algorithm. Soft Comput. 22 (3) (2018)
Negar Foroutan Eghlidi, Ali Hamzeh
Discovering the Hidden Structure of a Social Network: A Semi Supervised Approach. IEEE Trans. Comput. Soc. Syst. 4 (1) (2017)
Niloofar Mozafari, Ali Hamzeh, Sattar Hashemi
Modelling information diffusion based on non-dominated friends in social networks. J. Inf. Sci. 43 (6) (2017)
Ali Tabarzad, Ali Hamzeh
A heuristic local community detection method (HLCD). Appl. Intell. 46 (1) (2017)
Niloofar Mozafari, Ali Hamzeh, Sattar Hashemi
Multi-objective perception model for diffusion of information in social networks. Int. J. Data Min. Model. Manag. 9 (3) (2017)
Mohammad Ebrahim Samie, Ali Hamzeh
Community detection in dynamic social networks: A local evolutionary approach. J. Inf. Sci. 43 (5) (2017)
Rezvan Mohamadi-Baghmolaei, Niloofar Mozafari, Ali Hamzeh
Continuous states latency aware influence maximization in social networks. AI Commun. 30 (2) (2017)
Hashem Hashemi, Amin Azmoodeh, Ali Hamzeh, Sattar Hashemi
Graph embedding as a new approach for unknown malware detection. J. Comput. Virol. Hacking Tech. 13 (3) (2017)
Zeinab Khorshidpour, Jafar Tahmoresnezhad, Sattar Hashemi, Ali Hamzeh
Using domain adaptation in adversarial environment. Int. J. Data Min. Model. Manag. 9 (3) (2017)
Zeinab Khorshidpour, Sattar Hashemi, Ali Hamzeh
Evaluation of random forest classifier in security domain. Appl. Intell. 47 (2) (2017)
Mohammad Abbasi Rad, Ali Hamzeh
A coevolutionary approach to many objective optimization based on a novel ranking method. Intell. Data Anal. 20 (1) (2016)
Masoud Dadgar, Shahram Jafari, Ali Hamzeh
A PSO-based multi-robot cooperation method for target searching in unknown environments. Neurocomputing 177 (2016)
Kimia Bazargan Lari, Ali Hamzeh
A diversity control mechanism in many objective optimizations. Appl. Intell. 45 (4) (2016)
Esmaeil Bagheri, Gholamhossein Dastghaibyfard, Ali Hamzeh
An efficient and fast influence maximization algorithm based on community detection. ICNC-FSKD (2016)
Ardavan Afshar, Mansoor Zolghadri Jahromi, Ali Hamzeh
A parameter-free method for detecting local communities based on attainable information. ASONAM (2016)
Zeinab Khorshidpour, Sattar Hashemi, Ali Hamzeh
Learning a Secure Classifier against Evasion Attack. ICDM Workshops (2016)
Zahra Pourbahman, Ali Hamzeh
A fuzzy based approach for fitness approximation in multi-objective evolutionary algorithms. J. Intell. Fuzzy Syst. 29 (5) (2015)
Farzaneh Shoeleh, Mahshid Majd, Ali Hamzeh, Sattar Hashemi
Knowledge Representation in Learning Classifier Systems: A Review. CoRR (2015)
Hedayatollah Dallaki, Kimia Bazargan Lari, Ali Hamzeh, Sattar Hashemi, Ashkan Sami
Scaling up the hybrid Particle Swarm Optimization algorithm for nominal data-sets. Intell. Data Anal. 19 (4) (2015)
Rezvan Mohamadi-Baghmolaei, Niloofar Mozafari, Ali Hamzeh
Trust based latency aware influence maximization in social networks. Eng. Appl. Artif. Intell. 41 (2015)
Mahsa Badami, Niloofar Mozafari, Ali Hamzeh, Sattar Hashemi
An ensemble game theoretic approach for multi-objective optimization. AI Commun. 28 (3) (2015)
Kamyab Tahernezhad, Kimia Bazargan Lari, Ali Hamzeh, Sattar Hashemi
HC-MOEA: A hierarchical clustering approach for increasing the solution's diversity in multiobjective evolutionary algorithms. Intell. Data Anal. 19 (1) (2015)
Niloofar Mozafari, Ali Hamzeh
An enriched social behavioural information diffusion model in social networks. J. Inf. Sci. 41 (3) (2015)
Bahareh Ashenagar, Negar Foroutan Eghlidi, Ardavan Afshar, Ali Hamzeh
Team formation in social networks based on local distance metric. FSKD (2015)
Zahra Pourbahman, Ali Hamzeh
Reducing the Computational Cost in Multi-objective Evolutionary Algorithms by Filtering Worthless Individuals. CoRR (2014)
Niloofar Mozafari, Sattar Hashemi, Ali Hamzeh
A statistical approach for clustering in streaming data. Artif. Intell. Res. 3 (1) (2014)
Saba Babakhani, Niloofar Mozafari, Ali Hamzeh
A Martingale Approach to Detect Peak of News in Social Network. CoRR (2014)
Seyed Mehdi Hazrati Fard, Ali Hamzeh, Sattar Hashemi
Using reinforcement learning to find an optimal set of features. Comput. Math. Appl. 66 (10) (2013)
Hamidreza Alvari, Sattar Hashemi, Ali Hamzeh
Discovering overlapping communities in social networks: A novel game-theoretic approach. AI Commun. 26 (2) (2013)
Mahsa Badami, Ali Hamzeh, Sattar Hashemi
An enriched game-theoretic framework for multi-objective clustering. Appl. Soft Comput. 13 (4) (2013)
Alireza Hajibagheri, Ali Hamzeh, Gita Sukthankar
Modeling information diffusion and community membership using stochastic optimization. ASONAM (2013)
Mina Alibeigi, Sattar Hashemi, Ali Hamzeh
DBFS: An effective Density Based Feature Selection scheme for small sample size and high dimensional imbalanced data sets. Data Knowl. Eng. (2012)
Farnoush Farhadi, Elham Hoseini, Sattar Hashemi, Ali Hamzeh
TeamFinder: A Co-clustering based Framework for Finding an Effective Team of Experts in Social Networks. ICDM Workshops (2012)
Farnoush Farhadi, Maryam Sorkhi, Sattar Hashemi, Ali Hamzeh
An Effective Framework for Fast Expert Mining in Collaboration Networks: A Group-Oriented and Cost-Based Method. J. Comput. Sci. Technol. 27 (3) (2012)
Shiva Taslimipoor, Afsaneh Fazly, Ali Hamzeh
Using Noun Similarity to Adapt an Acceptability Measure for Persian Light Verb Constructions. LREC (2012)
Maryam Sorkhi, Hamidreza Alvari, Sattar Hashemi, Ali Hamzeh
A Game-Theoretic Framework to Identify Top-K Teams in Social Networks. KDIR (2012)
Nazanin Zaker, Ali Hamzeh
A novel steganalysis for TPVD steganographic method based on differences of pixel difference histogram. Multim. Tools Appl. 58 (1) (2012)
Seyed Mehdi Hazrati Fard, Ali Hamzeh, Sattar Hashemi
A game theoretic framework for feature selection. FSKD (2012)
Mahsa Badami, Ali Hamzeh, Sattar Hashemi
A Novel Strategy Selection Method for Multi-Objective Clustering Algorithms Using Game Theory CoRR (2012)
Elham Hoseini, Sattar Hashemi, Ali Hamzeh
SPCF: a stepwise partitioning for collaborative filtering to alleviate sparsity problems. J. Inf. Sci. 38 (6) (2012)
Elham Hoseini, Sattar Hashemi, Ali Hamzeh
Link Prediction in Social Network Using Co-clustering Based Approach. AINA Workshops (2012)
Elham Hoseini, Sattar Hashemi, Ali Hamzeh
A levelwise spectral co-clustering algorithm for collaborative filtering. ICUIMC (2012)
Alireza Hajibagheri, Hamidreza Alvari, Ali Hamzeh, Sattar Hashemi
Community Detection in Social Networks Using Information Diffusion. ASONAM (2012)
Ali Adeli, Mehrnoosh Sinaee, M. Javad Zomorodian, Ali Hamzeh
Harmony-Based Feature Weighting to Improve the Nearest Neighbor Classification. ACITY (2) (2012)
Lida Rashidi, Sattar Hashemi, Ali Hamzeh
Anomaly Detection in Categorical Datasets Using Bayesian Networks. AICI (2) (2011)
Farzaneh Shoeleh, Ali Hamzeh, Sattar Hashemi
Towards final rule set reduction in XCS: a fuzzy representation approach. GECCO (2011)
Kaveh Ahmadi Abhari, Ali Hamzeh, Sattar Hashemi
Voting based learning classifier system for multi-label classification. GECCO (Companion) (2011)
Niloofar Mozafari, Sattar Hashemi, Ali Hamzeh
A Precise Statistical approach for concept change detection in unlabeled data streams. Comput. Math. Appl. 62 (4) (2011)
Farnoush Farhadi, Maryam Sorkhi, Sattar Hashemi, Ali Hamzeh
An Effective Expert Team Formation in Social Networks Based on Skill Grading. ICDM Workshops (2011)
Zeinab Khorshidpour, Sattar Hashemi, Ali Hamzeh
CBDL: Context-based distance learning for categorical attributes. Int. J. Intell. Syst. 26 (11) (2011)
Hamidreza Alvari, Sattar Hashemi, Ali Hamzeh
Detecting Overlapping Communities in Social Networks by Game Theory and Structural Equivalence Concept. AICI (2) (2011)
Farzaneh Shoeleh, Ali Hamzeh, Sattar Hashemi
To Handle Real Valued Input in XCS: Using Fuzzy Hyper-trapezoidal Membership in Classifier Condition. SEAL (2010)
Mahshid Majd, Farzaneh Shoeleh, Ali Hamzeh, Sattar Hashemi
Towards Efficient and Effective Negative Selection Algorithm: A Convex Hull Representation Scheme. SEAL (2010)
Ashkan Sami, Babak Yadegari, Hossein Rahimi, Naser Peiravian, Sattar Hashemi, Ali Hamzeh
Malware detection based on mining API calls. SAC (2010)
Sepehr Meshkinfam Fard, Ali Hamzeh, Koorush Ziarati
A Grid Based Cooperative Co-evolutionary Multi-Objective Algorithm. AICI (2009)
Nazanin Zaker, Ali Hamzeh, Seraj D. Katebi, Shadrokh Samavi
Improving Security of Pixel Value Differencing Steganographic Method. NTMS (2009)
Mohsen Rahmani, Sattar Hashemi, Ali Hamzeh, Ashkan Sami
Agent Based Decision Tree Learning: a Novel Approach. Int. J. Softw. Eng. Knowl. Eng. 19 (7) (2009)
Ali Hamzeh, Sattar Hashemi, Ashkan Sami, Adel Rahmani
A Recursive Classifier System for Partially Observable Environments. Fundam. Informaticae 97 (1-2) (2009)
Ali Hamzeh, Adel Rahmani
A New Architecture for Learning Classifier Systems to Solve POMDP Problems. Fundam. Informaticae 84 (3-4) (2008)
Ali Hamzeh, Adel Rahmani
Approximating Arbitrary Reinforcement Signal by Learning Classifier Systems using Micro Genetic Algorithm. Fundam. Informaticae 86 (1-2) (2008)
Ali Hamzeh, Adel Rahmani
A New Architecture of XCS to Approximate Real-Valued Functions Based on High Order Polynomials Using Variable-Length GA. ICNC (3) (2007)
Ali Hamzeh, Adel Rahmani
A Pattern Based Evolutionary Approach to Prediction Computation in XCSF. ICNC (1) (2006)
Ali Hamzeh, Adeli Rahmani
Extending XCSFG beyond Linear Approximation. IEEE Congress on Evolutionary Computation (2006)
Ali Hamzeh, Adel Rahmani
A Fuzzy System to Control Exploration Rate in XCS. IWLCS (2005)
Ali Hamzeh, Adel Rahmani
Intelligent exploration method for XCS. GECCO Workshops (2005)
Ali Hamzeh, Adel Rahmani
An Evolutionary Function Approximation Approach to Compute Prediction in XCSF. ECML (2005)