Oded Maimon | Tel Aviv University (original) (raw)

Papers by Oded Maimon

Research paper thumbnail of A Survey of Feature Selection Techniques

... (2004), introduced a new approach called SIMBA (Iterative Search Margin Based Algorithm), whi... more ... (2004), introduced a new approach called SIMBA (Iterative Search Margin Based Algorithm), which outperforms RELIF. ... View Management Techniques and Their Application to Data Stream Management Christoph Quix, Xiang Li, David Kensche, and Sandra Geisler (2010). ...

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Research paper thumbnail of Automatic Discovery of Regular Expression Patterns Representing Negated Findings in Medical Narrative Reports

Lecture Notes in Computer Science, 2006

Abstract. Substantial medical data such as discharge summaries and operative reports are stored i... more Abstract. Substantial medical data such as discharge summaries and operative reports are stored in textual form. Databases containing free-text clinical narra-tives reports often need to be retrieved to find relevant information for clinical and research purposes. Terms that appear in these ...

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Research paper thumbnail of Data mining by attribute decomposition with semiconductor manufacturing case study

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Research paper thumbnail of Fractal geometry statistical process control for non-linear pattern-based processes

Iie Transactions, Jan 7, 2013

We suggest a new statistical process control (SPC) approach for data-rich environments. The propo... more We suggest a new statistical process control (SPC) approach for data-rich environments. The proposed approach is based on the theory of fractal geometry. In particular, we develop a monitoring scheme which is based on fractal representation of the monitored data at each stage, to account for online changes in monitored processes. The proposed Fractal-SPC enables a dynamic inspection of non-linear

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Research paper thumbnail of Privacy-preserving data mining: A feature set partitioning approach

Information Sciences, Jul 1, 2010

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Research paper thumbnail of Feature set decomposition for decision trees

Ida, 2005

This paper presents practical aspects of feature set decomposition in classification problems usi... more This paper presents practical aspects of feature set decomposition in classification problems using decision trees. Feature set decomposition generalizes the task of feature selection which is extensively used in data mining. Feature selection aims to provide a representative set ...

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Research paper thumbnail of Data Mining and Knowledge Discovery Handbook

... Vazirgiannis 1. Data Pre-processing and Quality Assessment 663 2. Evaluation of Classificatio... more ... Vazirgiannis 1. Data Pre-processing and Quality Assessment 663 2. Evaluation of Classification Methods 664 3. Association Rules 671 4. Cluster Validity 675 References 694 31 Data Mining Model Comparison 697 Paolo Giudici 1. Data Mining and Statistics 697 2. Data Mining ...

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Research paper thumbnail of Data Mining with Decision Trees: Theroy and Applications

SERIES IN MACHINE PERCEPTION AND ARTIFICIAL INTELLIGENCE* Editors: H. Bunke (Univ. Bern, Switzerl... more SERIES IN MACHINE PERCEPTION AND ARTIFICIAL INTELLIGENCE* Editors: H. Bunke (Univ. Bern, Switzerland) PSP Wang (Northeastern Univ., USA) Vol. 54: Fundamentals of Robotics — Linking Perception to Action (M. Xie) Vol. 55: Web Document Analysis: Challenges and ...

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Research paper thumbnail of Information-Theoretic Fuzzy Approach to Knowledge Discovery in Databases

1 Department of Industrial Engineering, Tel-Aviv University, Tel-Aviv 69978, Israel, e-mail: maim... more 1 Department of Industrial Engineering, Tel-Aviv University, Tel-Aviv 69978, Israel, e-mail: maimon@eng.tau.ac.il 2 Department of Computer Science and Engineering, University of South Florida, Tampa, Florida 33620, USA, e-mail: kandel@babbage.csee.usf.edu 3 ...

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Research paper thumbnail of Communications: A Proof of the Complexity of Design

Kybernetes, 1992

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Research paper thumbnail of Information-Theoretic Fuzzy Approach to Knowledge Discovery in Databases

Advances in Soft Computing, 1999

1 Department of Industrial Engineering, Tel-Aviv University, Tel-Aviv 69978, Israel, e-mail: maim... more 1 Department of Industrial Engineering, Tel-Aviv University, Tel-Aviv 69978, Israel, e-mail: maimon@eng.tau.ac.il 2 Department of Computer Science and Engineering, University of South Florida, Tampa, Florida 33620, USA, e-mail: kandel@babbage.csee.usf.edu 3 ...

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Research paper thumbnail of Soft Computing for Knowledge Discovery and Data Mining

... University, Manila, The Philippines azcarragaa @ canlubang. dlsu. edu. ph Ricardo Jose Gabrie... more ... University, Manila, The Philippines azcarragaa @ canlubang. dlsu. edu. ph Ricardo Jose Gabrielli Barreto Campello Instituto de Ciˆencias Matematicas e de Computacao, Universidade de Sao Paulo campello@ icmc. usp. br Andre Carlos Ponce de Leon Ferreira de Carvalho ...

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Research paper thumbnail of Top-Down Induction of Decision Trees Classifiers -- A Survey

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Research paper thumbnail of Probabilistic sequential methodology for designing a factorial system with multiple responses

Int J Prod Res, 1999

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Research paper thumbnail of Visual Analysis of Sequences Using Fractal Geometry

Data Mining and Knowledge Discovery Handbook, 2009

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Research paper thumbnail of Fuzzy Approach to Data Reliability

Studies in Fuzziness and Soft Computing, 2000

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Research paper thumbnail of Improving Supervised Learning by Feature Decomposition

Lecture Notes in Computer Science, 2002

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Research paper thumbnail of Introduction to Soft Computing for Knowledge Discovery and Data Mining

Soft Computing for Knowledge Discovery and Data Mining, 2008

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Research paper thumbnail of Data Mining by Attribute Decomposition with Semiconductor Manufacturing Case Study

Massive Computing, 2001

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Research paper thumbnail of Information Retrieval System for Medical Narrative Reports

Lecture Notes in Computer Science, 2004

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Research paper thumbnail of A Survey of Feature Selection Techniques

... (2004), introduced a new approach called SIMBA (Iterative Search Margin Based Algorithm), whi... more ... (2004), introduced a new approach called SIMBA (Iterative Search Margin Based Algorithm), which outperforms RELIF. ... View Management Techniques and Their Application to Data Stream Management Christoph Quix, Xiang Li, David Kensche, and Sandra Geisler (2010). ...

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Research paper thumbnail of Automatic Discovery of Regular Expression Patterns Representing Negated Findings in Medical Narrative Reports

Lecture Notes in Computer Science, 2006

Abstract. Substantial medical data such as discharge summaries and operative reports are stored i... more Abstract. Substantial medical data such as discharge summaries and operative reports are stored in textual form. Databases containing free-text clinical narra-tives reports often need to be retrieved to find relevant information for clinical and research purposes. Terms that appear in these ...

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Research paper thumbnail of Data mining by attribute decomposition with semiconductor manufacturing case study

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Research paper thumbnail of Fractal geometry statistical process control for non-linear pattern-based processes

Iie Transactions, Jan 7, 2013

We suggest a new statistical process control (SPC) approach for data-rich environments. The propo... more We suggest a new statistical process control (SPC) approach for data-rich environments. The proposed approach is based on the theory of fractal geometry. In particular, we develop a monitoring scheme which is based on fractal representation of the monitored data at each stage, to account for online changes in monitored processes. The proposed Fractal-SPC enables a dynamic inspection of non-linear

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Research paper thumbnail of Privacy-preserving data mining: A feature set partitioning approach

Information Sciences, Jul 1, 2010

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Research paper thumbnail of Feature set decomposition for decision trees

Ida, 2005

This paper presents practical aspects of feature set decomposition in classification problems usi... more This paper presents practical aspects of feature set decomposition in classification problems using decision trees. Feature set decomposition generalizes the task of feature selection which is extensively used in data mining. Feature selection aims to provide a representative set ...

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Research paper thumbnail of Data Mining and Knowledge Discovery Handbook

... Vazirgiannis 1. Data Pre-processing and Quality Assessment 663 2. Evaluation of Classificatio... more ... Vazirgiannis 1. Data Pre-processing and Quality Assessment 663 2. Evaluation of Classification Methods 664 3. Association Rules 671 4. Cluster Validity 675 References 694 31 Data Mining Model Comparison 697 Paolo Giudici 1. Data Mining and Statistics 697 2. Data Mining ...

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Research paper thumbnail of Data Mining with Decision Trees: Theroy and Applications

SERIES IN MACHINE PERCEPTION AND ARTIFICIAL INTELLIGENCE* Editors: H. Bunke (Univ. Bern, Switzerl... more SERIES IN MACHINE PERCEPTION AND ARTIFICIAL INTELLIGENCE* Editors: H. Bunke (Univ. Bern, Switzerland) PSP Wang (Northeastern Univ., USA) Vol. 54: Fundamentals of Robotics — Linking Perception to Action (M. Xie) Vol. 55: Web Document Analysis: Challenges and ...

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Research paper thumbnail of Information-Theoretic Fuzzy Approach to Knowledge Discovery in Databases

1 Department of Industrial Engineering, Tel-Aviv University, Tel-Aviv 69978, Israel, e-mail: maim... more 1 Department of Industrial Engineering, Tel-Aviv University, Tel-Aviv 69978, Israel, e-mail: maimon@eng.tau.ac.il 2 Department of Computer Science and Engineering, University of South Florida, Tampa, Florida 33620, USA, e-mail: kandel@babbage.csee.usf.edu 3 ...

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Research paper thumbnail of Communications: A Proof of the Complexity of Design

Kybernetes, 1992

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Research paper thumbnail of Information-Theoretic Fuzzy Approach to Knowledge Discovery in Databases

Advances in Soft Computing, 1999

1 Department of Industrial Engineering, Tel-Aviv University, Tel-Aviv 69978, Israel, e-mail: maim... more 1 Department of Industrial Engineering, Tel-Aviv University, Tel-Aviv 69978, Israel, e-mail: maimon@eng.tau.ac.il 2 Department of Computer Science and Engineering, University of South Florida, Tampa, Florida 33620, USA, e-mail: kandel@babbage.csee.usf.edu 3 ...

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Research paper thumbnail of Soft Computing for Knowledge Discovery and Data Mining

... University, Manila, The Philippines azcarragaa @ canlubang. dlsu. edu. ph Ricardo Jose Gabrie... more ... University, Manila, The Philippines azcarragaa @ canlubang. dlsu. edu. ph Ricardo Jose Gabrielli Barreto Campello Instituto de Ciˆencias Matematicas e de Computacao, Universidade de Sao Paulo campello@ icmc. usp. br Andre Carlos Ponce de Leon Ferreira de Carvalho ...

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Research paper thumbnail of Top-Down Induction of Decision Trees Classifiers -- A Survey

Bookmarks Related papers MentionsView impact

Research paper thumbnail of Probabilistic sequential methodology for designing a factorial system with multiple responses

Int J Prod Res, 1999

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Research paper thumbnail of Visual Analysis of Sequences Using Fractal Geometry

Data Mining and Knowledge Discovery Handbook, 2009

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Research paper thumbnail of Fuzzy Approach to Data Reliability

Studies in Fuzziness and Soft Computing, 2000

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Research paper thumbnail of Improving Supervised Learning by Feature Decomposition

Lecture Notes in Computer Science, 2002

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Research paper thumbnail of Introduction to Soft Computing for Knowledge Discovery and Data Mining

Soft Computing for Knowledge Discovery and Data Mining, 2008

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Research paper thumbnail of Data Mining by Attribute Decomposition with Semiconductor Manufacturing Case Study

Massive Computing, 2001

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Research paper thumbnail of Information Retrieval System for Medical Narrative Reports

Lecture Notes in Computer Science, 2004

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