ستار هاشمی

سمتهای علمی و اجرایی در دانشگاهها و مراکز علمی کشور

عضو هیات علمی دانشگاه شیراز

مقالات بین المللی خارج از کشور

"ECFGM: enriched control flow graph miner for unknown vicious infected code detection", Springer Science and Business Media LLC, (2012), Vol 8, No 3: 99-108
"A decision tree-based approach for determining low bone mineral density in inflammatory bowel disease using WEKA software", Ovid Technologies (Wolters Kluwer Health), (2007), Vol 19, No 12: 1075-1081
"A General Paradigm for Normalizing Metamorphic Malwares", IEEE, (2012), Vol , No :
"A game theoretic framework for feature selection", IEEE, (2012), Vol , No :
"Using reinforcement learning to find an optimal set of features", Elsevier BV, (2013), Vol 66, No 10: 1892-1904
"Road Traffic Prediction Using Context-Aware Random Forest Based on Volatility Nature of Traffic Flows", Springer Berlin Heidelberg, (2013), Vol , No : 196-205
"HDM-Analyser: a hybrid analysis approach based on data mining techniques for malware detection", Springer Science and Business Media LLC, (2013), Vol 9, No 2: 77-93
"Discovering overlapping communities in social networks: A novel game-theoretic approach", IOS Press, (2013), Vol 26, No 2: 161-177
"An enriched game-theoretic framework for multi-objective clustering", Elsevier BV, (2013), Vol 13, No 4: 1853-1868
"To Boost Graph Clustering Based on Power Iteration by Removing Outliers", Springer Singapore, (2013), Vol , No : 249-258
"Mining Jumping Emerging Patterns by Streaming Feature Selection", Springer International Publishing, (2014), Vol , No : 337-349
"HC-MOEA: A hierarchical clustering approach for increasing the solution's diversity in multiobjective evolutionary algorithms", IOS Press, (2015), Vol 19, No 1: 187-208
"Detecting intrusion transactions in database systems:a novel approach", Springer Science and Business Media LLC, (2013), Vol 42, No 3: 619-644
"An Ensemble Pruning Approach Based on Reinforcement Learning in Presence of Multi-class Imbalanced Data", Springer India, (2014), Vol , No : 589-600
"To combat multi-class imbalanced problems by means of over-sampling and boosting techniques", Springer Science and Business Media LLC, (2014), Vol 19, No 12: 3369-3385
"Scaling up the hybrid Particle Swarm Optimization algorithm for nominal data-sets", IOS Press, (2015), Vol 19, No 4: 825-844
"Erratum", IOS Press, (2015), Vol 19, No 5: 1193-1193
"Effective team formation in collaboration networks using vertex and proficiency similarity measures", IOS Press, (2015), Vol 28, No 4: 637-654
"DFP-SEPSF: A dynamic frequent pattern tree to mine strong emerging patterns in streamwise features", Elsevier BV, (2015), Vol 37, No : 54-70
"An ensemble game theoretic approach for multi-objective optimization", IOS Press, (2015), Vol 28, No 3: 553-566
"To Combat Multi-Class Imbalanced Problems by Means of Over-Sampling Techniques", Institute of Electrical and Electronics Engineers (IEEE), (2016), Vol 28, No 1: 238-251
"Proposing an HMM-based approach to detect metamorphic malware", IEEE, (2015), Vol , No :
"Predicting best answer using sentiment analysis in community question answering systems", IEEE, (2015), Vol , No :
"Detection of Metamorphic Malware based on HMM: A Hierarchical Approach", MECS Publisher, (2016), Vol 8, No 4: 18-25
"Artificial Prediction Markets for Clustering", Springer International Publishing, (2016), Vol , No : 365-377
"An Efficient yet Effective Random Partitioning and Feature Weighting Approach for Transfer Learning", World Scientific Pub Co Pte Lt, (2016), Vol 30, No 02: 1651003
"Adopting Community Features to Detect Social Spammers", IEEE, (2015), Vol , No :
"Visual domain adaptation via transfer feature learning", Springer Science and Business Media LLC, (2016), Vol 50, No 2: 585-605
"Using domain adaptation in adversarial environment", Inderscience Publishers, (2017), Vol 9, No 3: 201
"Two-tier network anomaly detection model: a machine learning approach", Springer Science and Business Media LLC, (2015), Vol 48, No 1: 61-74
"Online Prediction via Continuous Artificial Prediction Markets", Institute of Electrical and Electronics Engineers (IEEE), (2017), Vol 32, No 1: 61-68
"Multi-objective perception model for diffusion of information in social networks", Inderscience Publishers, (2017), Vol 9, No 3: 249
"Modelling information diffusion based on non-dominated friends in social networks", SAGE Publications, (2016), Vol 43, No 6: 801-815
"Learning a Secure Classifier against Evasion Attack", IEEE, (2016), Vol , No :
"Know Abnormal, Find Evil: Frequent Pattern Mining for Ransomware Threat Hunting and Intelligence", Institute of Electrical and Electronics Engineers (IEEE), (2020), Vol 8, No 2: 341-351
"Graph embedding as a new approach for unknown malware detection", Springer Science and Business Media LLC, (2016), Vol 13, No 3: 153-166
"Exploiting kernel-based feature weighting and instance clustering to transfer knowledge across domains", The Scientific and Technological Research Council of Turkey (TUBITAK-ULAKBIM) - DIGITAL COMMONS JOURNALS, (2017), Vol 25, No : 292-307
"Evaluation of random forest classifier in security domain", Springer Science and Business Media LLC, (2017), Vol 47, No 2: 558-569
"Employing deep learning and sparse representation for data classification", IEEE, (2017), Vol , No :
"BoTShark: A Deep Learning Approach for Botnet Traffic Detection", Springer International Publishing, (2018), Vol , No : 137-153
"An entropy-based distance measure for analyzing and detecting metamorphic malware", Springer Science and Business Media LLC, (2017), Vol 48, No 6: 1536-1546
"A deep super-vector based representation for clustering", IEEE, (2017), Vol , No :
"DRTHIS: Deep ransomware threat hunting and intelligence system at the fog layer", Elsevier BV, (2019), Vol 90, No : 94-104

مقالات کنفرانسهای داخلی

مقالات ژورنالهای تخصصی داخلی

آقای دکتر ستار هاشمی

Dr. Sattar Hashemi

استاد گروه مهندسی کامپیوتر دانشگاه شیراز