Sattar Hashemi

103 papers A 1B 1C 1Misc 3Journal 65Unranked 31

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	EDEN: multiscale expected density of nucleotide encoding for enhanced DNA sequence classification with hybrid deep learning. BMC Bioinform. Saman Zabihi, Sattar Hashemi, Eghbal Mansoori
2024	J	`jnl`	Assessing Vulnerability in Smart Contracts: The Role of Code Complexity Metrics in Security Analysis. CoRR Masoud Jamshidiyan Tehrani, Sattar Hashemi
2023	J	`jnl`	An element-wise kernel learning framework. Appl. Intell. Fatemeh Alavi, Sattar Hashemi
2023	J	`jnl`	Data-adaptive kernel clustering with half-quadratic-based neighborhood relationship preservation. Knowl. Based Syst. Fatemeh Alavi, Sattar Hashemi
2023	J	`jnl`	Using word embedding and convolution neural network for bug triaging by considering design flaws. Sci. Comput. Program. Reza Sepahvand, Reza Akbari, Behnaz Jamasb, Sattar Hashemi, Omid Boushehrian
2022	J	`jnl`	A bi-level formulation for multiple kernel learning via self-paced training. Pattern Recognit. Fatemeh Alavi, Sattar Hashemi
2022	J	`jnl`	Correction to: Binary domain adaptation with independence maximization. Int. J. Mach. Learn. Cybern. Lida Abdi, Sattar Hashemi
2022	J	`jnl`	Using Word Embedding and Convolution Neural Network for Bug Triaging by Considering Design Flaws. CoRR Reza Sepahvand, Reza Akbari, Behnaz Jamasb, Sattar Hashemi, Omid Boushehrian
2021	J	`jnl`	An anonymity communication protocol for security and privacy of clients in IoT-based mobile health transactions. Comput. Networks Reyhane Attarian, Sattar Hashemi
2021	J	`jnl`	Generative adversarial network to detect unseen Internet of Things malware. Ad Hoc Networks Zahra Moti, Sattar Hashemi, Hadis Karimipour, Ali Dehghantanha, Amir Namavar Jahromi, Lida Abdi, Fatemeh Alavi
2021	J	`jnl`	Unsupervised Domain Adaptation Based on Correlation Maximization. IEEE Access Lida Abdi, Sattar Hashemi
2020	—	`conf`	A Deep Learning-based Malware Hunting Technique to Handle Imbalanced Data. ISCISC Zahra Moti, Sattar Hashemi, Amir Namavar Jahromi
2020	J	`jnl`	A multiview learning method for malware threat hunting: windows, IoT and android as case studies. World Wide Web Hamid Darabian, Ali Dehghantanha, Sattar Hashemi, Mohammad Taheri, Amin Azmoodeh, Sajad Homayoun, Kim-Kwang Raymond Choo, Reza M. Parizi
2020	—	`ch.`	Active Spectral Botnet Detection Based on Eigenvalue Weighting. Handbook of Big Data Privacy Amin Azmoodeh, Ali Dehghantanha, Reza M. Parizi, Sattar Hashemi, Bahram Gharabaghi, Gautam Srivastava
2020	J	`jnl`	An Enhanced Stacked LSTM Method With No Random Initialization for Malware Threat Hunting in Safety and Time-Critical Systems. IEEE Trans. Emerg. Top. Comput. Intell. Amir Namavar Jahromi, Sattar Hashemi, Ali Dehghantanha, Reza M. Parizi, Kim-Kwang Raymond Choo
2020	J	`jnl`	An improved two-hidden-layer extreme learning machine for malware hunting. Comput. Secur. Amir Namavar Jahromi, Sattar Hashemi, Ali Dehghantanha, Kim-Kwang Raymond Choo, Hadis Karimipour, David Ellis Newton, Reza M. Parizi
2020	J	`jnl`	An opcode-based technique for polymorphic Internet of Things malware detection. Concurr. Comput. Pract. Exp. Hamid Darabian, Ali Dehghantanha, Sattar Hashemi, Sajad Homayoun, Kim-Kwang Raymond Choo
2020	J	`jnl`	Detecting Cryptomining Malware: a Deep Learning Approach for Static and Dynamic Analysis. J. Grid Comput. Hamid Darabian, Sajad Homayoun, Ali Dehghantanha, Sattar Hashemi, Hadis Karimipour, Reza M. Parizi, Kim-Kwang Raymond Choo
2020	J	`jnl`	Know Abnormal, Find Evil: Frequent Pattern Mining for Ransomware Threat Hunting and Intelligence. IEEE Trans. Emerg. Top. Comput. Sajad Homayoun, Ali Dehghantanha, Marzieh Ahmadzadeh, Sattar Hashemi, Raouf Khayami
2020	J	`jnl`	Predicting the bug fixing time using word embedding and deep long short term memories. IET Softw. Reza Sepahvand, Reza Akbari, Sattar Hashemi
2020	J	`jnl`	Proposing a sparse representational based face verification system to run in a shortage of memory. Multim. Tools Appl. Seyed Mehdi Hazrati Fard, Sattar Hashemi
2020	—	`conf`	Security Framework of IoT-Based Smart Home. IST Shahrouz Sotoudeh, Sattar Hashemi, Hossein Gharaee Garakani
2019	J	`jnl`	AdaWFPA: Adaptive Online Website Fingerprinting Attack for Tor Anonymous Network: A Stream-wise Paradigm. Comput. Commun. Reyhane Attarian, Lida Abdi, Sattar Hashemi
2019	J	`jnl`	DRTHIS: Deep ransomware threat hunting and intelligence system at the fog layer. Future Gener. Comput. Syst. Sajad Homayoun, Ali Dehghantanha, Marzieh Ahmadzadeh, Sattar Hashemi, Raouf Khayami, Kim-Kwang Raymond Choo, David Ellis Newton
2019	—	`conf`	Investigating the Streaming Algorithms Usage in Website Fingerprinting Attack Against Tor Privacy Enhancing Technology. ISCISC Reyhane Attarian, Sattar Hashemi
2018	J	`jnl`	An entropy-based distance measure for analyzing and detecting metamorphic malware. Appl. Intell. Esmaeel Radkani, Sattar Hashemi, Alireza Keshavarz-Haddad, Maryam Amir Haeri
2018	J	`jnl`	Domain invariant feature extraction against evasion attack. Int. J. Mach. Learn. Cybern. Zeinab Khorshidpour, Jafar Tahmoresnezhad, Sattar Hashemi, Ali Hamzeh
2018	J	`jnl`	Know Abnormal, Find Evil: Frequent Pattern Mining for Ransomware Threat Hunting and Intelligence. CoRR Sajad Homayoun, Ali Dehghantanha, Marzieh Ahmadzadeh, Sattar Hashemi, Raouf Khayami
2017	J	`jnl`	Evaluation of random forest classifier in security domain. Appl. Intell. Zeinab Khorshidpour, Sattar Hashemi, Ali Hamzeh
2017	J	`jnl`	Exploiting kernel-based feature weighting and instance clustering to transfer knowledge across domains. Turkish J. Electr. Eng. Comput. Sci. Jafar Tahmoresnezhad, Sattar Hashemi
2017	J	`jnl`	Graph embedding as a new approach for unknown malware detection. J. Comput. Virol. Hacking Tech. Hashem Hashemi, Amin Azmoodeh, Ali Hamzeh, Sattar Hashemi
2017	—	`conf`	Hybrid Intrusion Detection: Combining Decision Tree and Gaussian Mixture Model. ISCISC Marzieh Bitaab, Sattar Hashemi
2017	J	`jnl`	Modelling information diffusion based on non-dominated friends in social networks. J. Inf. Sci. Niloofar Mozafari, Ali Hamzeh, Sattar Hashemi
2017	J	`jnl`	Multi-objective perception model for diffusion of information in social networks. Int. J. Data Min. Model. Manag. Niloofar Mozafari, Ali Hamzeh, Sattar Hashemi
2017	J	`jnl`	Online Prediction via Continuous Artificial Prediction Markets. IEEE Intell. Syst. Fatemeh Jahedpari, Talal Rahwan, Sattar Hashemi, Tomasz P. Michalak, Marina De Vos, Julian A. Padget, Wei Lee Woon
2017	J	`jnl`	Two-tier network anomaly detection model: a machine learning approach. J. Intell. Inf. Syst. Hamed Haddad Pajouh, Gholamhossein Dastghaibyfard, Sattar Hashemi
2017	J	`jnl`	Using domain adaptation in adversarial environment. Int. J. Data Min. Model. Manag. Zeinab Khorshidpour, Jafar Tahmoresnezhad, Sattar Hashemi, Ali Hamzeh
2017	J	`jnl`	Visual domain adaptation via transfer feature learning. Knowl. Inf. Syst. Jafar Tahmoresnezhad, Sattar Hashemi
2016	J	`jnl`	An Efficient yet Effective Random Partitioning and Feature Weighting Approach for Transfer Learning. Int. J. Pattern Recognit. Artif. Intell. Jafar Tahmoresnezhad, Sattar Hashemi
2016	—	`conf`	Artificial Prediction Markets for Clustering. Australasian Conference on Artificial Intelligence Sina Famouri, Sattar Hashemi, Mohammad Taheri
2016	—	`conf`	Learning a Secure Classifier against Evasion Attack. ICDM Workshops Zeinab Khorshidpour, Sattar Hashemi, Ali Hamzeh
2016	J	`jnl`	To Combat Multi-Class Imbalanced Problems by Means of Over-Sampling Techniques. IEEE Trans. Knowl. Data Eng. Lida Abdi, Sattar Hashemi
2015	—	`conf`	Adopting Community Features to Detect Social Spammers. EISIC Yasaman Sarlati, Sattar Hashemi, Niloofar Mozafari
2015	J	`jnl`	An ensemble game theoretic approach for multi-objective optimization. AI Commun. Mahsa Badami, Niloofar Mozafari, Ali Hamzeh, Sattar Hashemi
2015	J	`jnl`	Artificial Prediction Markets for Online Prediction of Continuous Variables-A Preliminary Report. CoRR Fatemeh Jahedpari, Marina De Vos, Sattar Hashemi, Benjamin Hirsch, Julian A. Padget
2015	J	`jnl`	DFP-SEPSF: A dynamic frequent pattern tree to mine strong emerging patterns in streamwise features. Eng. Appl. Artif. Intell. Fatemeh Alavi, Sattar Hashemi
2015	J	`jnl`	Effective team formation in collaboration networks using vertex and proficiency similarity measures. AI Commun. Maryam Sorkhi, Sattar Hashemi
2015	J	`jnl`	HC-MOEA: A hierarchical clustering approach for increasing the solution's diversity in multiobjective evolutionary algorithms. Intell. Data Anal. Kamyab Tahernezhad, Kimia Bazargan Lari, Ali Hamzeh, Sattar Hashemi
2015	J	`jnl`	Knowledge Representation in Learning Classifier Systems: A Review. CoRR Farzaneh Shoeleh, Mahshid Majd, Ali Hamzeh, Sattar Hashemi
2015	J	`jnl`	Scaling up the hybrid Particle Swarm Optimization algorithm for nominal data-sets. Intell. Data Anal. Hedayatollah Dallaki, Kimia Bazargan Lari, Ali Hamzeh, Sattar Hashemi, Ashkan Sami
2015	J	`jnl`	To combat multi-class imbalanced problems by means of over-sampling and boosting techniques. Soft Comput. Lida Abdi, Sattar Hashemi
2014	J	`jnl`	A statistical approach for clustering in streaming data. Artif. Intell. Res. Niloofar Mozafari, Sattar Hashemi, Ali Hamzeh
2014	J	`jnl`	Detecting intrusion transactions in database systems: a novel approach. J. Intell. Inf. Syst. Mina Sohrabi, Mohammad Masoud Javidi, Sattar Hashemi
2014	Misc	`conf`	Multi-Document Summarization Using Graph-Based Iterative Ranking Algorithms and Information Theoretical Distortion Measures. FLAIRS Borhan Samei, Marzieh Estiagh, Fazel Keshtkar, Sattar Hashemi
2013	—	`conf`	An Ensemble Pruning Approach Based on Reinforcement Learning in Presence of Multi-class Imbalanced Data. SocProS (1) Lida Abdi, Sattar Hashemi
2013	J	`jnl`	An enriched game-theoretic framework for multi-objective clustering. Appl. Soft Comput. Mahsa Badami, Ali Hamzeh, Sattar Hashemi
2013	J	`jnl`	Discovering overlapping communities in social networks: A novel game-theoretic approach. AI Commun. Hamidreza Alvari, Sattar Hashemi, Ali Hamzeh
2013	—	`conf`	GAB-EPA: A GA Based Ensemble Pruning Approach to Tackle Multiclass Imbalanced Problems. ACIIDS (1) Lida Abdi, Sattar Hashemi
2013	J	`jnl`	HDM-Analyser: a hybrid analysis approach based on data mining techniques for malware detection. J. Comput. Virol. Hacking Tech. Mojtaba Eskandari, Zeinab Khorshidpour, Sattar Hashemi
2013	—	`conf`	Mining Jumping Emerging Patterns by Streaming Feature Selection. KSE (2) Fatemeh Alavi, Sattar Hashemi
2013	—	`conf`	Road Traffic Prediction Using Context-Aware Random Forest Based on Volatility Nature of Traffic Flows. ACIIDS (1) Narjes Zarei, Mohammad Ali Ghayour, Sattar Hashemi
2013	—	`conf`	To Boost Graph Clustering Based on Power Iteration by Removing Outliers. DaEng Amin Azmoodeh, Sattar Hashemi
2013	J	`jnl`	Using reinforcement learning to find an optimal set of features. Comput. Math. Appl. Seyed Mehdi Hazrati Fard, Ali Hamzeh, Sattar Hashemi
2012	—	`conf`	A Game-Theoretic Framework to Identify Top-K Teams in Social Networks. KDIR Maryam Sorkhi, Hamidreza Alvari, Sattar Hashemi, Ali Hamzeh
2012	Misc	`conf`	A General Paradigm for Normalizing Metamorphic Malwares. FIT Seyed Emad Armoun, Sattar Hashemi
2012	J	`jnl`	A Novel Strategy Selection Method for Multi-Objective Clustering Algorithms Using Game Theory CoRR Mahsa Badami, Ali Hamzeh, Sattar Hashemi
2012	—	`conf`	A game theoretic framework for feature selection. FSKD Seyed Mehdi Hazrati Fard, Ali Hamzeh, Sattar Hashemi
2012	J	`jnl`	A graph mining approach for detecting unknown malwares. J. Vis. Lang. Comput. Mojtaba Eskandari, Sattar Hashemi
2012	—	`conf`	A levelwise spectral co-clustering algorithm for collaborative filtering. ICUIMC Elham Hoseini, Sattar Hashemi, Ali Hamzeh
2012	J	`jnl`	An Effective Framework for Fast Expert Mining in Collaboration Networks: A Group-Oriented and Cost-Based Method. J. Comput. Sci. Technol. Farnoush Farhadi, Maryam Sorkhi, Sattar Hashemi, Ali Hamzeh
2012	B	`conf`	Community Detection in Social Networks Using Information Diffusion. ASONAM Alireza Hajibagheri, Hamidreza Alvari, Ali Hamzeh, Sattar Hashemi
2012	J	`jnl`	DBFS: An effective Density Based Feature Selection scheme for small sample size and high dimensional imbalanced data sets. Data Knowl. Eng. Mina Alibeigi, Sattar Hashemi, Ali Hamzeh
2012	J	`jnl`	Dispelling Classes Gradually to Improve Quality of Feature Reduction Approaches CoRR Shervan Fekri Ershad, Sattar Hashemi
2012	J	`jnl`	ECFGM: enriched control flow graph miner for unknown vicious infected code detection. J. Comput. Virol. Mojtaba Eskandari, Sattar Hashemi
2012	—	`conf`	Improving Nearest Neighbor Classification by Elimination of Noisy Irrelevant Features. ACIIDS (2) M. Javad Zomorodian, Ali Adeli, Mehrnoosh Sinaee, Sattar Hashemi
2012	—	`conf`	Incorporating Hierarchical Information into the Matrix Factorization Model for Collaborative Filtering. ACIIDS (3) Ali Mashhoori, Sattar Hashemi
2012	—	`conf`	Link Prediction in Social Network Using Co-clustering Based Approach. AINA Workshops Elham Hoseini, Sattar Hashemi, Ali Hamzeh
2012	J	`jnl`	SPCF: a stepwise partitioning for collaborative filtering to alleviate sparsity problems. J. Inf. Sci. Elham Hoseini, Sattar Hashemi, Ali Hamzeh
2012	—	`conf`	TeamFinder: A Co-clustering based Framework for Finding an Effective Team of Experts in Social Networks. ICDM Workshops Farnoush Farhadi, Elham Hoseini, Sattar Hashemi, Ali Hamzeh
2012	—	`conf`	To Incorporate Sequential Dynamic Features in Malware Detection Engines. EISIC Mojtaba Eskandari, Zeinab Khorshidpour, Sattar Hashemi
2012	J	`jnl`	Towards a variable size sliding window model for frequent itemset mining over data streams. Comput. Ind. Eng. Mahmood Deypir, Mohammad Hadi Sadreddini, Sattar Hashemi
2011	J	`jnl`	A Precise Statistical approach for concept change detection in unlabeled data streams. Comput. Math. Appl. Niloofar Mozafari, Sattar Hashemi, Ali Hamzeh
2011	—	`conf`	An Effective Expert Team Formation in Social Networks Based on Skill Grading. ICDM Workshops Farnoush Farhadi, Maryam Sorkhi, Sattar Hashemi, Ali Hamzeh
2011	—	`conf`	Anomaly Detection in Categorical Datasets Using Bayesian Networks. AICI (2) Lida Rashidi, Sattar Hashemi, Ali Hamzeh
2011	J	`jnl`	CBDL: Context-based distance learning for categorical attributes. Int. J. Intell. Syst. Zeinab Khorshidpour, Sattar Hashemi, Ali Hamzeh
2011	—	`conf`	Detecting Overlapping Communities in Social Networks by Game Theory and Structural Equivalence Concept. AICI (2) Hamidreza Alvari, Sattar Hashemi, Ali Hamzeh
2011	A	`conf`	Towards final rule set reduction in XCS: a fuzzy representation approach. GECCO Farzaneh Shoeleh, Ali Hamzeh, Sattar Hashemi
2011	—	`conf`	Voting based learning classifier system for multi-label classification. GECCO (Companion) Kaveh Ahmadi Abhari, Ali Hamzeh, Sattar Hashemi
2010	Misc	`conf`	Malware detection based on mining API calls. SAC Ashkan Sami, Babak Yadegari, Hossein Rahimi, Naser Peiravian, Sattar Hashemi, Ali Hamzeh
2010	—	`conf`	To Handle Real Valued Input in XCS: Using Fuzzy Hyper-trapezoidal Membership in Classifier Condition. SEAL Farzaneh Shoeleh, Ali Hamzeh, Sattar Hashemi
2010	—	`conf`	Towards Efficient and Effective Negative Selection Algorithm: A Convex Hull Representation Scheme. SEAL Mahshid Majd, Farzaneh Shoeleh, Ali Hamzeh, Sattar Hashemi
2009	J	`jnl`	A Recursive Classifier System for Partially Observable Environments. Fundam. Informaticae Ali Hamzeh, Sattar Hashemi, Ashkan Sami, Adel Rahmani
2009	J	`jnl`	Adapted One-versus-All Decision Trees for Data Stream Classification. IEEE Trans. Knowl. Data Eng. Sattar Hashemi, Ying Yang, Zahra Mirzamomen, Mohammad Reza Kangavari
2009	J	`jnl`	Agent Based Decision Tree Learning: a Novel Approach. Int. J. Softw. Eng. Knowl. Eng. Mohsen Rahmani, Sattar Hashemi, Ali Hamzeh, Ashkan Sami
2009	—	`conf`	Automatic Refinement of Platform Independent Models Using Graph Transformation System. FCST Sattar Hashemi, M. R. ZadMiralvad
2009	J	`jnl`	Flexible decision tree for data stream classification in the presence of concept change, noise and missing values. Data Min. Knowl. Discov. Sattar Hashemi, Ying Yang
2008	J	`jnl`	Class Specific Fuzzy Decision Trees for Mining High Speed Data Streams. Fundam. Informaticae Sattar Hashemi, Mohammad Reza Kangavari, Ying Yang
2008	J	`jnl`	Detecting intrusion transactions in databases using data item dependencies and anomaly analysis. Expert Syst. J. Knowl. Eng. Sattar Hashemi, Ying Yang, Davoud Zabihzadeh, Mohammad Reza Kangavari
2007	—	`conf`	Flexible Classifier Selection for Accuracy-Based Classifier Systems. IMECS Mashall Aryan, Sattar Hashemi, Morteza Analoui
2007	—	`conf`	To Better Handle Concept Change and Noise: A Cellular Automata Approach to Data Stream Classification. Australian Conference on Artificial Intelligence Sattar Hashemi, Ying Yang, Majid Pourkashani, Mohammad Reza Kangavari
2006	—	`conf`	A New Algorithm for Mining Fuzzy Association Rules in the Large Databases Based on Ontology. ICDM Workshops Zahra Farzanyar, Mohammad Reza Kangavari, Sattar Hashemi
2006	C	`conf`	An Efficient Distributed Algorithm for Mining Association Rules. ISPA Zahra Farzanyar, Mohammad Reza Kangavari, Sattar Hashemi
2006	—	`conf`	Effect of Similar Behaving Attributes in Mining of Fuzzy Association Rules in the Large Databases. ICCSA (1) Zahra Farzanyar, Mohammad Reza Kangavari, Sattar Hashemi