Professor Latifur Khan
Professor Latifur Khan
Fellow of IEEE, BCS, IET
Professor
Department of Computer Science
Director Big Data Analytics and Management Lab
University of Texas at Dallas Big Data Stream Analytics and Its Applications
Thursday 2/24, 5:30-7:00pm
Professor Latifur Khan
Fellow of IEEE, BCS, IET
Professor
Department of Computer Science
Director Big Data Analytics and Management Lab
University of Texas at Dallas Big Data Stream Analytics and Its Applications
Thursday 2/24, 5:30-7:00pm
Data streams are continuous flows of data. Examples of data streams include network traffic, sensor data, call center records and so on. Data streams demonstrate several unique properties that together conform to the characteristics of big data (i.e., volume, velocity, variety and veracity) and add challenges to data mining. In this talk I will present an organized picture on how to handle various data mining/machine learning techniques in data streams. In addition, I will present a number of stream applications such as adaptive website fingerprinting, textual stream classification, new political actor identification over textual stream, and domain adaptation.
This research was funded in part by NSF, NASA, Air Force Office of Scientific Research (AFOSR), NSA, IBM Research, and Raytheon.
This research was funded in part by NSF, NASA, Air Force Office of Scientific Research (AFOSR), NSA, IBM Research, and Raytheon.
Biography
Dr. Latifur Khan is currently a full Professor (tenured) in the Computer Science department at the University of Texas at Dallas, USA where he has been teaching and conducting research since September 2000. He received his Ph.D. degree in Computer Science from the University of Southern California (USC) in August of 2000.
Dr. Khan is an ACM Distinguished Scientist and received IEEE Big Data Security Senior Research Award, in May 2019, and SIRI (Society of Information Reuse and Integration) award in Aug, 2018. He has received prestigious awards including the IEEE Technical Achievement Award for Intelligence and Security Informatics and IBM Faculty Award (research) 2016. Recently, he has become a Fellow of IEE, BCS, and IET.
Dr. Latifur Khan has published over 300 papers in premier journals and prestigious conferences. Currently, he is serving as an associate editor of ACM transaction on Internet Technology (TOIT), ACM Transactions on Knowledge Discovery from Data (TKDD) and IEEE Transactions on Artificial Intelligence.
Dr. Khan is an ACM Distinguished Scientist and received IEEE Big Data Security Senior Research Award, in May 2019, and SIRI (Society of Information Reuse and Integration) award in Aug, 2018. He has received prestigious awards including the IEEE Technical Achievement Award for Intelligence and Security Informatics and IBM Faculty Award (research) 2016. Recently, he has become a Fellow of IEE, BCS, and IET.
Dr. Latifur Khan has published over 300 papers in premier journals and prestigious conferences. Currently, he is serving as an associate editor of ACM transaction on Internet Technology (TOIT), ACM Transactions on Knowledge Discovery from Data (TKDD) and IEEE Transactions on Artificial Intelligence.
