PANFIS: A Novel Incremental Learning Machine
- Author
- PRATAMA, Mahardhika3 ; ANAVATTI, Sreenatha G3 ; ANGELOV, Plamen P1 ; LUGHOFER, Edwin2
[1] School of Computing and Communications, Lancaster university, Lancaster LA14WA, United Kingdom
[2] Department of Knowledge-Based Mathematical Systems, Johannes Kepler University of Linz, Linz 4040, Austria
[3] School of Engineering and Information Technology, University of New South Wales, Australian Defence Force Academy, Canberra ACT 2600, Australia - Issue title
- SPECIAL ISSUE ON LEARNING IN NONSTATIONARY AND EVOLVING ENVIRONMENTS
- Author (monograph)
- POLIKAR, Robi (Editor)1 ; ALIPPI, Cesare (Editor)2
[1] Rowan University, Glassboro, NJ 08028, United States
[2] Politecnico di Milano, 20133 Milan, Italy - Source
IEEE transactions on neural networks and learning systems (Print). 2014, Vol 25, Num 1, pp 55-68, 14 p ; ref : 57 ref
- ISSN
- 2162-237X
- Scientific domain
- Cognition; Electronics; Computer science; Psychology, psychopathology, psychiatry
- Publisher
- Institute of Electrical and Electronics Engineers, New York, NY
- Publication country
- United States
- Document type
- Article
- Language
- English
- Author keyword
- Evolving neuro-fuzzy systems (ENFSs) incremental learning sample-wise training
- Keyword (fr)
- Algorithme apprentissage Algorithme en ligne Analyse statistique Condition non stationnaire Elagage Ensemble flou Evaluation performance Fidélité Gestion mémoire Intelligence artificielle Logique floue Modélisation Réseau neuronal Système dynamique Système expert Validation Réseau neuronal flou
- Keyword (en)
- Learning algorithm Online algorithm Statistical analysis Non stationary condition Pruning(tree) Fuzzy set Performance evaluation Fidelity Storage management Artificial intelligence Fuzzy logic Modeling Neural network Dynamical system Expert system Validation Fuzzy neural nets
- Keyword (es)
- Algoritmo aprendizaje Algoritmo en línea Análisis estadístico Condición no estacionaria Poda Conjunto difuso Evaluación prestación Fidelidad Gestión memoria Inteligencia artificial Lógica difusa Modelización Red neuronal Sistema dinámico Sistema experto Validación Red neuronal difusa
- Classification
- Pascal
- 001 Exact sciences and technology / 001D Applied sciences / 001D00 General aspects / 001D00B Occupational training. Personnel. Work management
- Pascal
- 001 Exact sciences and technology / 001D Applied sciences / 001D02 Computer science; control theory; systems / 001D02C Artificial intelligence / 001D02C06 Connectionism. Neural networks
- Discipline
- Computer science : theoretical automation and systems Economy. Legislation. Training. Society
- Origin
- Inist-CNRS
- Database
- PASCAL
- INIST identifier
- 28157340
Sauf mention contraire ci-dessus, le contenu de cette notice bibliographique peut être utilisé dans le cadre d’une licence CC BY 4.0 Inist-CNRS / Unless otherwise stated above, the content of this bibliographic record may be used under a CC BY 4.0 licence by Inist-CNRS / A menos que se haya señalado antes, el contenido de este registro bibliográfico puede ser utilizado al amparo de una licencia CC BY 4.0 Inist-CNRS
Access to the document
Install on your browser
DOI
10.1109/TNNLS.2013.2271933 
https://dx.doi.org/10.1109/TNNLS.2013.2271933
"O:13:\"PanistOpenUrl\":36:{s:10:\"\u0000*\u0000openUrl\";N;s:6:\"\u0000*\u0000idc\";N;s:6:\"\u0000*\u0000fmt\";s:7:\"journal\";s:6:\"\u0000*\u0000doi\";s:26:\"10.1109\/TNNLS.2013.2271933\";s:6:\"\u0000*\u0000pii\";s:0:\"\";s:7:\"\u0000*\u0000pmid\";s:0:\"\";s:9:\"\u0000*\u0000atitle\";s:44:\"PANFIS: A Novel Incremental Learning Machine\";s:9:\"\u0000*\u0000jtitle\";s:65:\"IEEE transactions on neural networks and learning systems (Print)\";s:9:\"\u0000*\u0000stitle\";s:45:\"IEEE trans. neural netw. learn. syst. (Print)\";s:7:\"\u0000*\u0000date\";s:4:\"2014\";s:9:\"\u0000*\u0000volume\";s:2:\"25\";s:8:\"\u0000*\u0000issue\";s:1:\"1\";s:8:\"\u0000*\u0000spage\";s:2:\"55\";s:8:\"\u0000*\u0000epage\";s:2:\"68\";s:8:\"\u0000*\u0000pages\";s:0:\"\";s:7:\"\u0000*\u0000issn\";s:9:\"2162-237X\";s:8:\"\u0000*\u0000eissn\";s:0:\"\";s:9:\"\u0000*\u0000aulast\";s:7:\"PRATAMA\";s:10:\"\u0000*\u0000aufirst\";s:10:\"Mahardhika\";s:9:\"\u0000*\u0000auinit\";s:0:\"\";s:10:\"\u0000*\u0000auinitm\";s:0:\"\";s:5:\"\u0000*\u0000au\";a:3:{i:0;s:21:\"ANAVATTI, Sreenatha G\";i:1;s:17:\"ANGELOV, Plamen P\";i:2;s:15:\"LUGHOFER, Edwin\";}s:9:\"\u0000*\u0000aucorp\";s:0:\"\";s:7:\"\u0000*\u0000isbn\";s:0:\"\";s:8:\"\u0000*\u0000coden\";s:0:\"\";s:8:\"\u0000*\u0000genre\";s:7:\"article\";s:7:\"\u0000*\u0000part\";s:0:\"\";s:9:\"\u0000*\u0000btitle\";s:68:\"SPECIAL ISSUE ON LEARNING IN NONSTATIONARY AND EVOLVING ENVIRONMENTS\";s:8:\"\u0000*\u0000title\";s:44:\"PANFIS: A Novel Incremental Learning Machine\";s:8:\"\u0000*\u0000place\";s:12:\"New York, NY\";s:6:\"\u0000*\u0000pub\";s:49:\"Institute of Electrical and Electronics Engineers\";s:10:\"\u0000*\u0000edition\";s:0:\"\";s:9:\"\u0000*\u0000tpages\";s:2:\"14\";s:9:\"\u0000*\u0000series\";s:0:\"\";s:8:\"\u0000*\u0000proxy\";s:30:\"http:\/\/proxyout.inist.fr:8080\/\";s:12:\"\u0000*\u0000integrite\";b:1;}"
Panist access
"O:12:\"IstexOpenUrl\":35:{s:10:\"\u0000*\u0000openUrl\";N;s:6:\"\u0000*\u0000fmt\";s:7:\"journal\";s:6:\"\u0000*\u0000doi\";s:26:\"10.1109\/TNNLS.2013.2271933\";s:6:\"\u0000*\u0000pii\";s:0:\"\";s:7:\"\u0000*\u0000pmid\";s:0:\"\";s:9:\"\u0000*\u0000atitle\";s:44:\"PANFIS: A Novel Incremental Learning Machine\";s:9:\"\u0000*\u0000jtitle\";s:65:\"IEEE transactions on neural networks and learning systems (Print)\";s:9:\"\u0000*\u0000stitle\";s:45:\"IEEE trans. neural netw. learn. syst. (Print)\";s:7:\"\u0000*\u0000date\";s:4:\"2014\";s:9:\"\u0000*\u0000volume\";s:2:\"25\";s:8:\"\u0000*\u0000issue\";s:1:\"1\";s:8:\"\u0000*\u0000spage\";s:2:\"55\";s:8:\"\u0000*\u0000epage\";s:2:\"68\";s:8:\"\u0000*\u0000pages\";s:0:\"\";s:7:\"\u0000*\u0000issn\";s:9:\"2162-237X\";s:8:\"\u0000*\u0000eissn\";s:0:\"\";s:9:\"\u0000*\u0000aulast\";s:7:\"PRATAMA\";s:10:\"\u0000*\u0000aufirst\";s:10:\"Mahardhika\";s:9:\"\u0000*\u0000auinit\";s:0:\"\";s:10:\"\u0000*\u0000auinitm\";s:0:\"\";s:5:\"\u0000*\u0000au\";a:3:{i:0;s:21:\"ANAVATTI, Sreenatha G\";i:1;s:17:\"ANGELOV, Plamen P\";i:2;s:15:\"LUGHOFER, Edwin\";}s:9:\"\u0000*\u0000aucorp\";s:0:\"\";s:7:\"\u0000*\u0000isbn\";s:0:\"\";s:8:\"\u0000*\u0000coden\";s:0:\"\";s:8:\"\u0000*\u0000genre\";s:7:\"article\";s:7:\"\u0000*\u0000part\";s:0:\"\";s:9:\"\u0000*\u0000btitle\";s:68:\"SPECIAL ISSUE ON LEARNING IN NONSTATIONARY AND EVOLVING ENVIRONMENTS\";s:8:\"\u0000*\u0000title\";s:44:\"PANFIS: A Novel Incremental Learning Machine\";s:8:\"\u0000*\u0000place\";s:12:\"New York, NY\";s:6:\"\u0000*\u0000pub\";s:49:\"Institute of Electrical and Electronics Engineers\";s:10:\"\u0000*\u0000edition\";s:0:\"\";s:9:\"\u0000*\u0000tpages\";s:2:\"14\";s:9:\"\u0000*\u0000series\";s:0:\"\";s:8:\"\u0000*\u0000proxy\";s:30:\"http:\/\/proxyout.inist.fr:8080\/\";s:12:\"\u0000*\u0000integrite\";b:1;}"
Istex access
"O:16:\"UnpaywallOpenUrl\":35:{s:8:\"\u0000*\u0000email\";s:27:\"assistance-portail@inist.fr\";s:6:\"\u0000*\u0000fmt\";N;s:6:\"\u0000*\u0000doi\";s:26:\"10.1109\/TNNLS.2013.2271933\";s:6:\"\u0000*\u0000pii\";N;s:7:\"\u0000*\u0000pmid\";N;s:9:\"\u0000*\u0000atitle\";N;s:9:\"\u0000*\u0000jtitle\";N;s:9:\"\u0000*\u0000stitle\";N;s:7:\"\u0000*\u0000date\";N;s:9:\"\u0000*\u0000volume\";N;s:8:\"\u0000*\u0000issue\";N;s:8:\"\u0000*\u0000spage\";N;s:8:\"\u0000*\u0000epage\";N;s:8:\"\u0000*\u0000pages\";N;s:7:\"\u0000*\u0000issn\";N;s:8:\"\u0000*\u0000eissn\";N;s:9:\"\u0000*\u0000aulast\";N;s:10:\"\u0000*\u0000aufirst\";N;s:9:\"\u0000*\u0000auinit\";N;s:10:\"\u0000*\u0000auinitm\";N;s:5:\"\u0000*\u0000au\";N;s:9:\"\u0000*\u0000aucorp\";N;s:7:\"\u0000*\u0000isbn\";N;s:8:\"\u0000*\u0000coden\";N;s:8:\"\u0000*\u0000genre\";N;s:7:\"\u0000*\u0000part\";N;s:9:\"\u0000*\u0000btitle\";N;s:8:\"\u0000*\u0000title\";N;s:8:\"\u0000*\u0000place\";N;s:6:\"\u0000*\u0000pub\";N;s:10:\"\u0000*\u0000edition\";N;s:9:\"\u0000*\u0000tpages\";N;s:9:\"\u0000*\u0000series\";N;s:8:\"\u0000*\u0000proxy\";s:30:\"http:\/\/proxyout.inist.fr:8080\/\";s:12:\"\u0000*\u0000integrite\";N;}"
Unpaywall access
"O:16:\"EuropePMCOpenUrl\":35:{s:10:\"\u0000*\u0000openUrl\";N;s:6:\"\u0000*\u0000fmt\";s:7:\"journal\";s:6:\"\u0000*\u0000doi\";s:26:\"10.1109\/TNNLS.2013.2271933\";s:6:\"\u0000*\u0000pii\";s:0:\"\";s:7:\"\u0000*\u0000pmid\";s:0:\"\";s:9:\"\u0000*\u0000atitle\";s:44:\"PANFIS: A Novel Incremental Learning Machine\";s:9:\"\u0000*\u0000jtitle\";s:65:\"IEEE transactions on neural networks and learning systems (Print)\";s:9:\"\u0000*\u0000stitle\";s:45:\"IEEE trans. neural netw. learn. syst. (Print)\";s:7:\"\u0000*\u0000date\";s:4:\"2014\";s:9:\"\u0000*\u0000volume\";s:2:\"25\";s:8:\"\u0000*\u0000issue\";s:1:\"1\";s:8:\"\u0000*\u0000spage\";s:2:\"55\";s:8:\"\u0000*\u0000epage\";s:2:\"68\";s:8:\"\u0000*\u0000pages\";s:0:\"\";s:7:\"\u0000*\u0000issn\";s:9:\"2162-237X\";s:8:\"\u0000*\u0000eissn\";s:0:\"\";s:9:\"\u0000*\u0000aulast\";s:7:\"PRATAMA\";s:10:\"\u0000*\u0000aufirst\";s:10:\"Mahardhika\";s:9:\"\u0000*\u0000auinit\";s:0:\"\";s:10:\"\u0000*\u0000auinitm\";s:0:\"\";s:5:\"\u0000*\u0000au\";a:3:{i:0;s:21:\"ANAVATTI, Sreenatha G\";i:1;s:17:\"ANGELOV, Plamen P\";i:2;s:15:\"LUGHOFER, Edwin\";}s:9:\"\u0000*\u0000aucorp\";s:0:\"\";s:7:\"\u0000*\u0000isbn\";s:0:\"\";s:8:\"\u0000*\u0000coden\";s:0:\"\";s:8:\"\u0000*\u0000genre\";s:7:\"article\";s:7:\"\u0000*\u0000part\";s:0:\"\";s:9:\"\u0000*\u0000btitle\";s:68:\"SPECIAL ISSUE ON LEARNING IN NONSTATIONARY AND EVOLVING ENVIRONMENTS\";s:8:\"\u0000*\u0000title\";s:44:\"PANFIS: A Novel Incremental Learning Machine\";s:8:\"\u0000*\u0000place\";s:12:\"New York, NY\";s:6:\"\u0000*\u0000pub\";s:49:\"Institute of Electrical and Electronics Engineers\";s:10:\"\u0000*\u0000edition\";s:0:\"\";s:9:\"\u0000*\u0000tpages\";s:2:\"14\";s:9:\"\u0000*\u0000series\";s:0:\"\";s:8:\"\u0000*\u0000proxy\";s:30:\"http:\/\/proxyout.inist.fr:8080\/\";s:12:\"\u0000*\u0000integrite\";b:1;}"
Europe PubMed Central access
"O:11:\"BaseOpenUrl\":35:{s:10:\"\u0000*\u0000openUrl\";N;s:6:\"\u0000*\u0000fmt\";s:7:\"journal\";s:6:\"\u0000*\u0000doi\";s:26:\"10.1109\/TNNLS.2013.2271933\";s:6:\"\u0000*\u0000pii\";s:0:\"\";s:7:\"\u0000*\u0000pmid\";s:0:\"\";s:9:\"\u0000*\u0000atitle\";s:44:\"PANFIS: A Novel Incremental Learning Machine\";s:9:\"\u0000*\u0000jtitle\";s:65:\"IEEE transactions on neural networks and learning systems (Print)\";s:9:\"\u0000*\u0000stitle\";s:45:\"IEEE trans. neural netw. learn. syst. (Print)\";s:7:\"\u0000*\u0000date\";s:4:\"2014\";s:9:\"\u0000*\u0000volume\";s:2:\"25\";s:8:\"\u0000*\u0000issue\";s:1:\"1\";s:8:\"\u0000*\u0000spage\";s:2:\"55\";s:8:\"\u0000*\u0000epage\";s:2:\"68\";s:8:\"\u0000*\u0000pages\";s:0:\"\";s:7:\"\u0000*\u0000issn\";s:9:\"2162-237X\";s:8:\"\u0000*\u0000eissn\";s:0:\"\";s:9:\"\u0000*\u0000aulast\";s:7:\"PRATAMA\";s:10:\"\u0000*\u0000aufirst\";s:10:\"Mahardhika\";s:9:\"\u0000*\u0000auinit\";s:0:\"\";s:10:\"\u0000*\u0000auinitm\";s:0:\"\";s:5:\"\u0000*\u0000au\";a:3:{i:0;s:21:\"ANAVATTI, Sreenatha G\";i:1;s:17:\"ANGELOV, Plamen P\";i:2;s:15:\"LUGHOFER, Edwin\";}s:9:\"\u0000*\u0000aucorp\";s:0:\"\";s:7:\"\u0000*\u0000isbn\";s:0:\"\";s:8:\"\u0000*\u0000coden\";s:0:\"\";s:8:\"\u0000*\u0000genre\";s:7:\"article\";s:7:\"\u0000*\u0000part\";s:0:\"\";s:9:\"\u0000*\u0000btitle\";s:68:\"SPECIAL ISSUE ON LEARNING IN NONSTATIONARY AND EVOLVING ENVIRONMENTS\";s:8:\"\u0000*\u0000title\";s:44:\"PANFIS: A Novel Incremental Learning Machine\";s:8:\"\u0000*\u0000place\";s:12:\"New York, NY\";s:6:\"\u0000*\u0000pub\";s:49:\"Institute of Electrical and Electronics Engineers\";s:10:\"\u0000*\u0000edition\";s:0:\"\";s:9:\"\u0000*\u0000tpages\";s:2:\"14\";s:9:\"\u0000*\u0000series\";s:0:\"\";s:8:\"\u0000*\u0000proxy\";s:30:\"http:\/\/proxyout.inist.fr:8080\/\";s:12:\"\u0000*\u0000integrite\";b:1;}"
Base Search access
"O:12:\"ArXivOpenUrl\":35:{s:10:\"\u0000*\u0000openUrl\";N;s:6:\"\u0000*\u0000fmt\";s:7:\"journal\";s:6:\"\u0000*\u0000doi\";s:26:\"10.1109\/TNNLS.2013.2271933\";s:6:\"\u0000*\u0000pii\";s:0:\"\";s:7:\"\u0000*\u0000pmid\";s:0:\"\";s:9:\"\u0000*\u0000atitle\";s:44:\"PANFIS: A Novel Incremental Learning Machine\";s:9:\"\u0000*\u0000jtitle\";s:65:\"IEEE transactions on neural networks and learning systems (Print)\";s:9:\"\u0000*\u0000stitle\";s:45:\"IEEE trans. neural netw. learn. syst. (Print)\";s:7:\"\u0000*\u0000date\";s:4:\"2014\";s:9:\"\u0000*\u0000volume\";s:2:\"25\";s:8:\"\u0000*\u0000issue\";s:1:\"1\";s:8:\"\u0000*\u0000spage\";s:2:\"55\";s:8:\"\u0000*\u0000epage\";s:2:\"68\";s:8:\"\u0000*\u0000pages\";s:0:\"\";s:7:\"\u0000*\u0000issn\";s:9:\"2162-237X\";s:8:\"\u0000*\u0000eissn\";s:0:\"\";s:9:\"\u0000*\u0000aulast\";s:7:\"PRATAMA\";s:10:\"\u0000*\u0000aufirst\";s:10:\"Mahardhika\";s:9:\"\u0000*\u0000auinit\";s:0:\"\";s:10:\"\u0000*\u0000auinitm\";s:0:\"\";s:5:\"\u0000*\u0000au\";a:3:{i:0;s:21:\"ANAVATTI, Sreenatha G\";i:1;s:17:\"ANGELOV, Plamen P\";i:2;s:15:\"LUGHOFER, Edwin\";}s:9:\"\u0000*\u0000aucorp\";s:0:\"\";s:7:\"\u0000*\u0000isbn\";s:0:\"\";s:8:\"\u0000*\u0000coden\";s:0:\"\";s:8:\"\u0000*\u0000genre\";s:7:\"article\";s:7:\"\u0000*\u0000part\";s:0:\"\";s:9:\"\u0000*\u0000btitle\";s:68:\"SPECIAL ISSUE ON LEARNING IN NONSTATIONARY AND EVOLVING ENVIRONMENTS\";s:8:\"\u0000*\u0000title\";s:44:\"PANFIS: A Novel Incremental Learning Machine\";s:8:\"\u0000*\u0000place\";s:12:\"New York, NY\";s:6:\"\u0000*\u0000pub\";s:49:\"Institute of Electrical and Electronics Engineers\";s:10:\"\u0000*\u0000edition\";s:0:\"\";s:9:\"\u0000*\u0000tpages\";s:2:\"14\";s:9:\"\u0000*\u0000series\";s:0:\"\";s:8:\"\u0000*\u0000proxy\";s:30:\"http:\/\/proxyout.inist.fr:8080\/\";s:12:\"\u0000*\u0000integrite\";b:1;}"
arXiv access
