Computer science is the study of computation,information,and automation. Computer science spans theoretical disciplines to applied disciplines. Though more often considered an academic discipline,computer science is closely related to computer programming.
Association rule learning is a rule-based machine learning method for discovering interesting relations between variables in large databases. It is intended to identify strong rules discovered in databases using some measures of interestingness. In any given transaction with a variety of items,association rules are meant to discover the rules that determine how or why certain items are connected.
In multi-objective optimization,the Pareto front is the set of all Pareto efficient solutions. The concept is widely used in engineering. It allows the designer to restrict attention to the set of efficient choices,and to make tradeoffs within this set,rather than considering the full range of every parameter.
Software visualization or software visualisation refers to the visualization of information of and related to software systems—either the architecture of its source code or metrics of their runtime behavior—and their development process by means of static,interactive or animated 2-D or 3-D visual representations of their structure,execution,behavior,and evolution.
This page describes mining for molecules. Since molecules may be represented by molecular graphs this is strongly related to graph mining and structured data mining. The main problem is how to represent molecules while discriminating the data instances. One way to do this is chemical similarity metrics,which has a long tradition in the field of cheminformatics.
Kalyanmoy Deb is an Indian computer scientist. Deb is the Herman E. &Ruth J. Koenig Endowed Chair Professor in the Department of Electrical and Computing Engineering at Michigan State University. Deb is also a professor in the Department of Computer Science and Engineering and the Department of Mechanical Engineering at Michigan State University.
Roberto Battiti is an Italian computer scientist,Professor of computer science at the University of Trento,director of the LIONlab,and deputy director of the DISI Department and delegate for technology transfer.
ELKI is a data mining software framework developed for use in research and teaching. It was originally at the database systems research unit of Professor Hans-Peter Kriegel at the Ludwig Maximilian University of Munich,Germany,and now continued at the Technical University of Dortmund,Germany. It aims at allowing the development and evaluation of advanced data mining algorithms and their interaction with database index structures.
Active learning is a special case of machine learning in which a learning algorithm can interactively query a user to label new data points with the desired outputs. In statistics literature,it is sometimes also called optimal experimental design. The information source is also called teacher or oracle.
LIONsolver is an integrated software for data mining,business intelligence,analytics,and modeling and reactive business intelligence approach. A non-profit version is also available as LIONoso.
Massive Online Analysis (MOA) is a free open-source software project specific for data stream mining with concept drift. It is written in Java and developed at the University of Waikato,New Zealand.
Bing Liu is a Chinese-American professor of computer science who specializes in data mining,machine learning,and natural language processing. In 2002,he became a scholar at University of Illinois at Chicago. He holds a PhD from the University of Edinburgh (1988). His PhD advisors were Austin Tate and Kenneth Williamson Currie,and his PhD thesis was titled Reinforcement Planning for Resource Allocation and Constraint Satisfaction.
Shojiro Nishio is a Japanese information scientist and technology scholar and the 18th president of Osaka University. Having co-authored or co-edited more than 55 books and more than 650 refereed journal or conference papers as well as serving on editorial boards of major information sciences journals,Nishio is considered one of the most prominent and influential researchers on database systems and networks.
Laura M. Haas is an American computer scientist noted for her research in database systems and information integration. She is best known for creating systems and tools for the integration of heterogeneous data from diverse sources,including federated technology that virtualizes access to data,and mapping technology that enables non-programmers to specify how data should be integrated.
Haesun Park is a professor and chair of Computational Science and Engineering at the Georgia Institute of Technology. She is an IEEE Fellow,ACM Fellow,and Society for Industrial and Applied Mathematics Fellow. Park's main areas of research are Numerical Algorithms,Data Analysis,Visual Analytics and Parallel Computing. She has co-authored over 100 articles in peer-reviewed journals and conferences.
This glossary of artificial intelligence is a list of definitions of terms and concepts relevant to the study of artificial intelligence,its sub-disciplines,and related fields. Related glossaries include Glossary of computer science,Glossary of robotics,and Glossary of machine vision.
Eugene Wong is a Chinese-American computer scientist and mathematician. Wong's career has spanned academia,university administration,government and the private sector. Together with Michael Stonebraker and a group of scientists at IBM,Wong is credited with pioneering database research in the 1970s from which software developed by IBM,Microsoft,and Oracle descends. Wong retired in 1994,since then holding the title of Professor Emeritus of Electrical Engineering and Computer Sciences at University of California,Berkeley.
Gautam Das is a computer scientist in the field of databases research. He is an ACM Fellow and IEEE Fellow.
Can Emre Koksal is an electrical engineer,computer scientist,academic,and entrepreneur. He is the Founder and CEO of Datanchor,and a professor of Electrical and Computer Engineering at Ohio State University.
George N. Rouskas is a computer scientist,academic,and author. He is an Alumni Distinguished Graduate Professor and Director of Graduate Programs in the Department of Computer Science at North Carolina State University.
