Sattar Hashemi

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Ali HamzehProfessor, CSE and IT Department, ECE School, Shiraz UniversityAdresă de e-mail confirmată pe cse.shirazu.ac.ir
Ali DehghantanhaCanada Research Chair in Cybersecurity & Threat Intelligence, Cyber Science Lab,University of GuelphAdresă de e-mail confirmată pe uoguelph.ca
Lida AbdiMRC LMSAdresă de e-mail confirmată pe lms.mrc.ac.uk
Sajad HomayounAssistant Professor (Tenure Track), Aalborg University, Copenhagen CampusAdresă de e-mail confirmată pe es.aau.dk
Jafar TahmoresnezhadAssociate Professor of Urmia University of TechnologyAdresă de e-mail confirmată pe uut.ac.ir
Amir Namavar JahromiPhD Candidate, University of CalgaryAdresă de e-mail confirmată pe ucalgary.ca
Mohammad Reza KangavariAssociate Professor,School of Computer Engineering, Iran University of Science and TechnologyAdresă de e-mail confirmată pe iust.ac.ir
Reza M. PariziDecentralized Science Lab (dSL), Kennesaw State University, GA, USAAdresă de e-mail confirmată pe kennesaw.edu
Raouf KhayamiShiraz University of TechnologyAdresă de e-mail confirmată pe sutech.ac.ir
Marzieh AhmadzadehYork UniversityAdresă de e-mail confirmată pe yorku.ca
Hamid DarabianShiraz UniversityAdresă de e-mail confirmată pe cse.shirazu.ac.ir
Hamidreza AlvariGoogle DeepMindAdresă de e-mail confirmată pe google.com
Fatemeh AlaviAI Researcher, Ph.D.Adresă de e-mail confirmată pe sharif.edu
Seyed Mehdi Hazrati FardUniversity of VictoriaAdresă de e-mail confirmată pe uvic.ca
Ying YangAustralian Taxation OfficeAdresă de e-mail confirmată pe ato.gov.au
Amin AzmoodehPh.D. of Computational Science, University of GuelphAdresă de e-mail confirmată pe uoguelph.ca
Kim-Kwang Raymond ChooCloud Tech Endowed Professor, University of Texas at San AntonioAdresă de e-mail confirmată pe utsa.edu
Niloofar MozafariRegional Information Center for Science and Technology (RICeST)Adresă de e-mail confirmată pe ricest.ac.ir
Mina AlibeigiZenseact AB, Ph.D.Adresă de e-mail confirmată pe ut.ac.ir
Elham HoseiniShiraz UniversityAdresă de e-mail confirmată pe shirazu.ac.ir

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Sattar Hashemi

Professor of Artificial Intelligence, Shiraz University

Adresă de e-mail confirmată pe shirazu.ac.ir

Machine Learning Deep Learning Computer Security Social Networks


Titlu Sortați după descrierea bibliografică Sortați după an Sortați după titlu	Citat de Citat de	Anul
To combat multi-class imbalanced problems by means of over-sampling techniques L Abdi, S Hashemi IEEE Transactions on Knowledge and Data Engineering 28 (1), 238-251, 2016	402	2016
Malware detection based on mining API calls A Sami, B Yadegari, H Rahimi, N Peiravian, S Hashemi, A Hamze Proceedings of the 2010 ACM Symposium on Applied Computing, 1020-1025, 2010	259	2010
Know abnormal, find evil: frequent pattern mining for ransomware threat hunting and intelligence S Homayoun, A Dehghantanha, M Ahmadzadeh, S Hashemi, R Khayami IEEE transactions on emerging topics in computing 8 (2), 341-351, 2017	220	2017
Two-tier network anomaly detection model: a machine learning approach HH Pajouh, GH Dastghaibyfard, S Hashemi Journal of Intelligent Information Systems 48, 61-74, 2017	185	2017
Visual domain adaptation via transfer feature learning J Tahmoresnezhad, S Hashemi Knowledge and information systems 50, 585-605, 2017	177	2017
DRTHIS: Deep ransomware threat hunting and intelligence system at the fog layer S Homayoun, A Dehghantanha, M Ahmadzadeh, S Hashemi, R Khayami, ... Future Generation Computer Systems 90, 94-104, 2019	162	2019
A Hybrid clustering and classification technique for forecasting short‐term energy consumption M Torabi, S Hashemi, MR Saybani, S Shamshirband, A Mosavi Environmental Progress & Sustainable Energy 38 (1), 66-76, 2019	147	2019
Adapted one-versus-all decision trees for data stream classification S Hashemi, Y Yang, Z Mirzamomen, M Kangavari IEEE Transactions on Knowledge and Data Engineering 21 (5), 624-637, 2008	133	2008
Detecting cryptomining malware: a deep learning approach for static and dynamic analysis H Darabian, S Homayounoot, A Dehghantanha, S Hashemi, H Karimipour, ... Journal of Grid Computing 18, 293-303, 2020	121	2020
An improved two-hidden-layer extreme learning machine for malware hunting AN Jahromi, S Hashemi, A Dehghantanha, KKR Choo, H Karimipour, ... Computers & Security 89, 101655, 2020	112	2020
An opcode‐based technique for polymorphic Internet of Things malware detection H Darabian, A Dehghantanha, S Hashemi, S Homayoun, KKR Choo Concurrency and Computation: Practice and Experience 32 (6), e5173, 2020	108	2020
Graph embedding as a new approach for unknown malware detection H Hashemi, A Azmoodeh, A Hamzeh, S Hashemi Journal of Computer Virology and Hacking Techniques 13, 153-166, 2017	104	2017
A novel electrical net-load forecasting model based on deep neural networks and wavelet transform integration M Alipour, J Aghaei, M Norouzi, T Niknam, S Hashemi, M Lehtonen Energy 205, 118106, 2020	103	2020
BoTShark: A deep learning approach for botnet traffic detection S Homayoun, M Ahmadzadeh, S Hashemi, A Dehghantanha, R Khayami Cyber Threat Intelligence, 137-153, 2018	98	2018
A graph mining approach for detecting unknown malwares M Eskandari, S Hashemi Journal of Visual Languages & Computing 23 (3), 154-162, 2012	97	2012
An enhanced stacked LSTM method with no random initialization for malware threat hunting in safety and time-critical systems AN Jahromi, S Hashemi, A Dehghantanha, RM Parizi, KKR Choo IEEE Transactions on Emerging Topics in Computational Intelligence, 2020	90	2020
DBFS: An effective Density Based Feature Selection scheme for small sample size and high dimensional imbalanced data sets M Alibeigi, S Hashemi, A Hamzeh Data & Knowledge Engineering 81, 67-103, 2012	89	2012
Towards a variable size sliding window model for frequent itemset mining over data streams M Deypir, MH Sadreddini, S Hashemi Computers & Industrial Engineering 63 (1), 161-172, 2012	88	2012
Flexible decision tree for data stream classification in the presence of concept change, noise and missing values S Hashemi, Y Yang Data Mining and Knowledge Discovery 19, 95-131, 2009	86	2009
HDM-Analyser: a hybrid analysis approach based on data mining techniques for malware detection M Eskandari, Z Khorshidpour, S Hashemi Journal of Computer Virology and Hacking Techniques 9, 77-93, 2013	81	2013

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