Instance Selection in Logical Rule Extraction for Regression Problems

Artificial Intelligence and Soft Computing - Lecture Notes in Computer Science ◽

10.1007/978-3-642-38610-7_16 ◽

2013 ◽

pp. 167-175 ◽

Author(s):

Mirosław Kordos ◽

Szymon Białka ◽

Marcin Blachnik

Keyword(s):

Rule Extraction ◽

Instance Selection ◽

Logical Rule ◽

Regression Problems

Download Full-text

Rule Extraction from DEWNN to Solve Classification and Regression Problems

Swarm, Evolutionary, and Memetic Computing - Lecture Notes in Computer Science ◽

10.1007/978-3-642-35380-2_25 ◽

2012 ◽

pp. 206-214 ◽

Author(s):

Nekuri Naveen ◽

Vadlamani Ravi ◽

Chillarige Raghavendra Rao

Keyword(s):

Rule Extraction ◽

Regression Problems ◽

Classification And Regression

Download Full-text

Logical Rule Extraction

Encyclopedia of Systems Biology ◽

10.1007/978-1-4419-9863-7_100787 ◽

2013 ◽

pp. 1142-1142

Keyword(s):

Rule Extraction ◽

Download Full-text

Towards a General Method for Logical Rule Extraction from Time Series

From Bioinspired Systems and Biomedical Applications to Machine Learning - Lecture Notes in Computer Science ◽

10.1007/978-3-030-19651-6_1 ◽

2019 ◽

pp. 3-12

Author(s):

Guido Sciavicco ◽

Ionel Eduard Stan ◽

Alessandro Vaccari

Keyword(s):

Time Series ◽

Rule Extraction ◽

Logical Rule ◽

Download Full-text

Fuzzy Clustering Decomposition of Genetic Algorithm-based Instance Selection for Regression Problems

Information Sciences ◽

10.1016/j.ins.2021.12.016 ◽

2021 ◽

Author(s):

Mirosław Kordos ◽

Marcin Blachnik ◽

Rafał Scherer

Keyword(s):

Genetic Algorithm ◽

Fuzzy Clustering ◽

Instance Selection ◽

Regression Problems ◽

Download Full-text

Instance Selection with Neural Networks for Regression Problems

Artificial Neural Networks and Machine Learning – ICANN 2012 - Lecture Notes in Computer Science ◽

10.1007/978-3-642-33266-1_33 ◽

2012 ◽

pp. 263-270 ◽

Author(s):

Mirosław Kordos ◽

Marcin Blachnik

Keyword(s):

Neural Networks ◽

Instance Selection ◽

Regression Problems

Download Full-text

Logical Rule Extraction Using a Learning Machine with Sparse Function Representation.

The Brain & Neural Networks ◽

10.3902/jnns.10.139 ◽

2003 ◽

Vol 10 (3) ◽

pp. 139-146

Author(s):

Taichi Hayasaka ◽

Shiro Usui

Keyword(s):

Rule Extraction ◽

Function Representation ◽

Logical Rule ◽

Learning Machine

Download Full-text

Fuzzy and Crisp Logical Rule Extraction Methods in Application to Medical Data

Fuzzy Systems in Medicine - Studies in Fuzziness and Soft Computing ◽

10.1007/978-3-7908-1859-8_29 ◽

2000 ◽

pp. 593-616 ◽

Author(s):

Włodzisław Duch ◽

Rafał Adamczak ◽

Krzysztof Grąbczewski ◽

Grzegorz Żal ◽

Yoichi Hayashi

Keyword(s):

Extraction Methods ◽

Rule Extraction ◽

Medical Data ◽

Download Full-text

Rule extraction from support vector machines: a hybrid approach for solving classification and regression problems

International Journal of Information and Decision Sciences ◽

10.1504/ijids.2011.041587 ◽

2011 ◽

Vol 3 (3) ◽

pp. 265

Author(s):

Mohammad Abdul Haque Farquad ◽

Vadlamani Ravi ◽

S. Bapi Raju

Keyword(s):

Support Vector Machines ◽

Hybrid Approach ◽

Rule Extraction ◽

Support Vector ◽

Vector Machines ◽

Regression Problems ◽

Classification And Regression

Download Full-text

Logical rule extraction from data by maximum neural networks

Proceedings of the Second International Conference on Intelligent Processing and Manufacturing of Materials. IPMM'99 (Cat. No.99EX296) ◽

10.1109/ipmm.1999.791477 ◽

1999 ◽

Author(s):

T. Saito ◽

Y. Takefuji

Keyword(s):

Neural Networks ◽

Rule Extraction ◽

Download Full-text

Logical rule models of classification response times

PsycEXTRA Dataset ◽

10.1037/e520562012-066 ◽

2009 ◽

Author(s):

Robert M. Nosofsky ◽

Mario Fific

Keyword(s):

Response Times ◽

Download Full-text