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个人简介
Prof. Rokach has made core contributions to the field of machine learning by developing novel ensemble learning algorithms. He has been involved in the creation and development of various novel recommender systems which are deployed in real large scale e-commerce web-sites serving millions of users. Dr. Rokach has highly contributed to the field of Information Security by developing machine learning algorithms that are capable of identifying malwares and protecting user data and privacy. He is the awardee of the 2012 BGU Toronto Prize for young researchers. His research has been highlighted in many places including the BBC Radio, CBS News, The Telegraph, Internet World, Israel Channel 2, Reshet Bet (Israel Leading National News Radio Station), and Galei Tzahal (the official Israel Defense Forces Radio), Yedioth Ahronoth (Israel's largest daily newspaper), Haaretz (Israel's oldest daily newspaper), The Jerusalem Post, Calcalist, Globes and The Marker (daily financial newspapers).
Prof. Rokach is an excellent educator who takes special interest in inspiring students. He has supervised more than 60 graduate students at all levels, from master degrees to post-docs. The majority of his students received honorable recognition through their research presentation from universities all over the globe. Prof. Rokach co-established the MSc program in Data Mining and Business Intelligence. Graduates of this program acquire a variety of skills required for integrating cutting edge information technologies with data analytics methods. The program offers a unique mix of courses in IT, in statistics and in machine learning. He was involved in the development of two courses for the Israeli Open University and has won six awards for excellence in teaching from three different institutes.
Prof. Rokach is an active entrepreneur with several patents and technology licenses. Prior to Ben-Gurion University, Prof. Rokach was involved for more than 15 years in information technology development and design. He was co-founder, CTO, VP R&D, and Chief Architect of several technology startups and mature public companies. In 2000, Lior co-founded Kamoon that developed Tacit Knowledge Management (TKM) software enabling organizations to maximize employees' know-how and expertise by matching requestors to the right expert, facilitating and capturing the interaction process, and measuring the process for continuous improvement. Kamoon Inc. has attracted a total funding of 25 million USD from various ventures capitals. In March of 2003, Kamoon acquired Actionbase, a provider of collaborative execution management solutions. Among Kamoon's clients were FedEx, Sony, AT&T, Unisys, SAP, and others. Dr. Lior Rokach served in the Israeli Defense Force's prestigious central intelligence unit (8200). He is married to Ronit Flint. They live in Omer with their four boys.
Prof. Rokach is an excellent educator who takes special interest in inspiring students. He has supervised more than 60 graduate students at all levels, from master degrees to post-docs. The majority of his students received honorable recognition through their research presentation from universities all over the globe. Prof. Rokach co-established the MSc program in Data Mining and Business Intelligence. Graduates of this program acquire a variety of skills required for integrating cutting edge information technologies with data analytics methods. The program offers a unique mix of courses in IT, in statistics and in machine learning. He was involved in the development of two courses for the Israeli Open University and has won six awards for excellence in teaching from three different institutes.
Prof. Rokach is an active entrepreneur with several patents and technology licenses. Prior to Ben-Gurion University, Prof. Rokach was involved for more than 15 years in information technology development and design. He was co-founder, CTO, VP R&D, and Chief Architect of several technology startups and mature public companies. In 2000, Lior co-founded Kamoon that developed Tacit Knowledge Management (TKM) software enabling organizations to maximize employees' know-how and expertise by matching requestors to the right expert, facilitating and capturing the interaction process, and measuring the process for continuous improvement. Kamoon Inc. has attracted a total funding of 25 million USD from various ventures capitals. In March of 2003, Kamoon acquired Actionbase, a provider of collaborative execution management solutions. Among Kamoon's clients were FedEx, Sony, AT&T, Unisys, SAP, and others. Dr. Lior Rokach served in the Israeli Defense Force's prestigious central intelligence unit (8200). He is married to Ronit Flint. They live in Omer with their four boys.
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Heliyonno. 7 (2024): e28000-e28000
JOURNAL OF BIOMEDICAL INFORMATICS (2024): 104577-104577
Ronen Priel,Lior Rokach
Neural Computing and Applicationspp.1-24, (2024)
Information Fusion (2024): 102210
AAAI 2024no. 19 (2024): 20993-21000
Hematological oncology (2023)
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ACTA HAEMATOLOGICAno. 6 (2023): 497-504
Entropyno. 5 (2023): 820-820
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