| Angelov P and Kasabov N (2005), "``Evolving Computational Intelligence Systems''", In IEEE Workshop on Genetic and Fuzzy Systems GFS2005, Grenada, Spain, March, 2005. |
BibTeX:
@inproceedings{AngelovKasabov05P,
author = {Angelov, P. and Kasabov, N.},
title = {``Evolving Computational Intelligence Systems''},
booktitle = {IEEE Workshop on Genetic and Fuzzy Systems GFS2005, Grenada, Spain, March, 2005},
year = {2005},
url = {http://www.aut.ac.nz/__data/assets/pdf_file/0005/12569/kasanggfs05.pdf}
}
|
| Arnott R (2000), "``Application of a Genetic Algorithm to Optimise EFuNN rule sets''". Thesis at: Department of Information Science, University of Otago, New Zealand.
[BibTeX] |
BibTeX:
@techreport{Arnott00TR,
author = {Arnott, R.},
title = {``Application of a Genetic Algorithm to Optimise EFuNN rule sets''},
school = {Department of Information Science, University of Otago, New Zealand},
year = {2000}
}
|
| Chan Z and Kasabov N (2004), "``Evolutionary Computation for On-line and Off-line Parameter Tuning of Evolving Fuzzy Neural Networks''", International Journal of Computational Intelligence and Applications. Vol. 4, pp. 309-319. |
BibTeX:
@article{ChanKasabov04J,
author = {Chan, Z. and Kasabov, N.},
title = {``Evolutionary Computation for On-line and Off-line Parameter Tuning of Evolving Fuzzy Neural Networks''},
journal = {International Journal of Computational Intelligence and Applications},
year = {2004},
volume = {4},
pages = {309-319},
url = {http://www.aut.ac.nz/__data/assets/pdf_file/0012/10344/chakasijcia04.pdf}
}
|
| Chang P-C, Liu C-H, Yeh C-H and Chen S-H (2006), "``The Development of a Weighted Evolving Fuzzy Neural Network''", In Proceedings of ICIC 2006. , pp. 212-221.
[BibTeX] |
BibTeX:
@inproceedings{Changetal06P,
author = {Chang, P-C. and Liu, C-H. and Yeh, C-H. and Chen, S-H.},
editor = {D.-S. Huang and K. Li and G.W. Irwin},
title = {``The Development of a Weighted Evolving Fuzzy Neural Network''},
booktitle = {Proceedings of ICIC 2006},
year = {2006},
pages = {212-221}
}
|
| Chang P-C, Wang Y-W and Liu C-H (2007), "``The development of a weighted evolving fuzzy neural network for PCB sales forecasting''", Expert Systems with Applications. Vol. 32(1), pp. 86-96. |
BibTeX:
@article{ChangWangLiu07J,
author = {Pei-Chann Chang and Yen-Wen Wang and Chen-Hao Liu},
title = {``The development of a weighted evolving fuzzy neural network for PCB sales forecasting''},
journal = {Expert Systems with Applications},
year = {2007},
volume = {32},
number = {1},
pages = {86-96},
url = {http://www.sciencedirect.com/science/article/B6V03-4HYMSJX-1/2/78b1c357939ff4201e3b9f8af7d02087},
doi = {10.1016/j.eswa.2005.11.021}
}
|
| Chen Y and Lin C-Y (2007), "``Dynamic parameter optimization of evolutionary computation for on-line prediction of time series with changing dynamics''", Applied Soft Computing. Vol. 7, pp. 1170-1176. |
BibTeX:
@article{ChenLin07J,
author = {Chen, Y.M. and Lin, C-Y.@ARTICLEChang200786, author = Pei-Chann Chang and Yen-Wen Wang and Chen-Hao Liu, title = The development of a weighted evolving fuzzy neural network for PCB sales forecasting, journal = Expert Systems with Applications, year = 2007, volume = 32, pages = 86 - 96, number = 1, doi = DOI: 10.1016/j.eswa.2005.11.021, issn = 0957-4174, keywords = Sales forecasting, url = http://www.sciencedirect.com/science/article/B6V03-4HYMSJX-1/2/78b1c357939ff4201e3b9f8af7d02087 },
title = {``Dynamic parameter optimization of evolutionary computation for on-line prediction of time series with changing dynamics''},
journal = {Applied Soft Computing},
year = {2007},
volume = {7},
pages = {1170-1176},
url = {http://linkinghub.elsevier.com/retrieve/pii/S1568494606000093}
}
|
| Ciarelli PM, Salles Evando O and Oliveira E (2010), "``An Evolving System Based on Probabilistic Neural Network''", In Proceedings of the 2010 Eleventh Brazilian Symposium on Neural Networks. |
BibTeX:
@inproceedings{CiarelliSallesOliveira10P,
author = {Ciarelli, Patrick Marques and Salles, Evando, O.T. and Oliveira, Elias},
title = {``An Evolving System Based on Probabilistic Neural Network''},
booktitle = {Proceedings of the 2010 Eleventh Brazilian Symposium on Neural Networks},
year = {2010},
url = {ftp://ftp.computer.org/press/outgoing/proceedings/Patrick/sbrn10/data/4210a182.pdf}
}
|
| Deng D and Kasabov N (2000), "``ESOM: An Algorithm to Evolve Self-Organizing Maps from On-line Data Streams''", In International Joint Conference on Neural Networks (IJCNN'2000), Como, Italy. Vol. 6, pp. 3-8. |
BibTeX:
@inproceedings{DengKasabov00P,
author = {Deng, D and Kasabov, N.},
title = {``ESOM: An Algorithm to Evolve Self-Organizing Maps from On-line Data Streams''},
booktitle = {International Joint Conference on Neural Networks (IJCNN'2000), Como, Italy},
year = {2000},
volume = {6},
pages = {3-8},
url = {http://www.aut.ac.nz/__data/assets/pdf_file/0013/10606/ijcnn00_deng.pdf}
}
|
| Deng D and Kasabov N (2001), "``On-line Pattern Analysis by Evolving Self-Organizing Maps''", In Proceedings of the Fifth Biannual Conference on Artificial Neural Networks and Expert Systems (ANNES2001). , pp. 46-51. |
BibTeX:
@inproceedings{DengKasabov01P,
author = {Deng, D. and Kasabov, N.},
title = {``On-line Pattern Analysis by Evolving Self-Organizing Maps''},
booktitle = {Proceedings of the Fifth Biannual Conference on Artificial Neural Networks and Expert Systems (ANNES2001)},
year = {2001},
pages = {46-51},
url = {http://www.aut.ac.nz/__data/assets/pdf_file/0012/10353/ddeng_esom2.pdf}
}
|
| Deng D and Kasabov N (1999), "``Evolving Self-organizing Map and its Application in Generating a World Macroeconomic Map''", In Emerging Knowledge Engineering and Connectionist-based Systems (Proceedings of the ICONIP/ANZIIS/ANNES'99 Workshop ``Future directions for intelligent systems and information sciences'', Dunedin, 22-23 November 1999). , pp. 7-12. University of Otago Press. |
BibTeX:
@inproceedings{DengKasabov99P,
author = {Deng, D. and Kasabov, N.},
editor = {Kasabov, N. and Ko, K.},
title = {``Evolving Self-organizing Map and its Application in Generating a World Macroeconomic Map''},
booktitle = {Emerging Knowledge Engineering and Connectionist-based Systems (Proceedings of the ICONIP/ANZIIS/ANNES'99 Workshop ``Future directions for intelligent systems and information sciences'', Dunedin, 22-23 November 1999)},
publisher = {University of Otago Press},
year = {1999},
pages = {7-12},
url = {http://www.aut.ac.nz/__data/assets/pdf_file/0011/10361/esom.pdf}
}
|
| Ghobakhlou A, Watts M and Kasabov N (2000), "``On-Line Expansion of Output Space in Evolving Fuzzy Neural Networks''", In Proceedings ICONIP 2000, Taejon, Korea, November, 2000. Vol. 2, pp. 891-896. |
BibTeX:
@inproceedings{GhobakhlouWattsKasabov00P,
author = {Ghobakhlou, A. and Watts, M. and Kasabov, N.},
title = {``On-Line Expansion of Output Space in Evolving Fuzzy Neural Networks''},
booktitle = {Proceedings ICONIP 2000, Taejon, Korea, November, 2000},
year = {2000},
volume = {2},
pages = {891-896},
url = {http://www.aut.ac.nz/__data/assets/pdf_file/0012/10335/addingoutputs.pdf}
}
|
| Hwang Y-C(P (2009), "``Local and Personalised Models for Prediction, Classification and Knowledge Discovery on Real World Data Modelling Problems''". Thesis at: Auckland University of Technology. |
BibTeX:
@phdthesis{Hwang09T,
author = {Hwang, Yuan-Chun (Peter)},
title = {``Local and Personalised Models for Prediction, Classification and Knowledge Discovery on Real World Data Modelling Problems''},
school = {Auckland University of Technology},
year = {2009},
url = {http://aut.researchgateway.ac.nz/bitstream/10292/776/5/HwangY_a.pdf}
}
|
| Hwang Y-C and Song Q (2008), "``Dynamic Neural Fuzzy Inference System''", In Proceedings of ICONIP 2008: LNCS 5506. , pp. 1245-1250. |
BibTeX:
@inproceedings{HwangSong08P,
author = {Hwang, Yuan-Chun and Song, Qun},
title = {``Dynamic Neural Fuzzy Inference System''},
booktitle = {Proceedings of ICONIP 2008: LNCS 5506},
year = {2008},
pages = {1245-1250},
url = {http://www.springerlink.com/index/h283x656k63542h2.pdf}
}
|
| Hwang Y-C, Song Q and Kasabov N (2008), "``MUFIS: A neuro-fuzzy inference system using multiple types of fuzzy rules''", In Fuzzy Systems, 2008. FUZZ-IEEE 2008. (IEEE World Congress on Computational Intelligence). IEEE International Conference. , pp. 1411-1414. |
BibTeX:
@inproceedings{HwangSongKasabov08P,
author = {Hwang, Yuan-Chun and Song, Qun and Kasabov, N.},
title = {``MUFIS: A neuro-fuzzy inference system using multiple types of fuzzy rules''},
booktitle = {Fuzzy Systems, 2008. FUZZ-IEEE 2008. (IEEE World Congress on Computational Intelligence). IEEE International Conference},
year = {2008},
pages = {1411-1414},
url = {http://ieeexplore.ieee.org.ezproxy.aut.ac.nz/stamp/stamp.jsp?arnumber=4630556&isnumber=4630333}
}
|
| de Jesus Rubio Avila, Martinez J and Ramirez A (2009), "``An Evolving Neuro-Fuzzy Recurrent Network''", In Evolving and Self-Developing Intelligent Systems, 2009. ESDIS '09. IEEE Workshop on., March 30 2009-April 2 2009, 2009. , pp. 9 - 15. |
BibTeX:
@inproceedings{AvilaMartinezRamirex09J,
author = {de Jesus Rubio Avila and Martinez, J.P. and Ramirez, A.F.},
title = {``An Evolving Neuro-Fuzzy Recurrent Network''},
booktitle = {Evolving and Self-Developing Intelligent Systems, 2009. ESDIS '09. IEEE Workshop on},
year = {2009},
pages = {9 - 15},
url = {http://ieeexplore.ieee.org/xpl/freeabs_all.jsp?arnumber=4938993},
doi = {10.1109/ESDIS.2009.4938993}
}
|
| Kasabov N (2000), "``Evolving Connectionist Systems - a Symbiosis of Learning and Evolution''", In Proceedings of ICONIP'2000, November 14-18, 2000, Taejon, Korea. , pp. 676-680.
[BibTeX] |
BibTeX:
@inproceedings{Kasabov00P,
author = {Kasabov, N.},
title = {``Evolving Connectionist Systems - a Symbiosis of Learning and Evolution''},
booktitle = {Proceedings of ICONIP'2000, November 14-18, 2000, Taejon, Korea},
year = {2000},
pages = {676-680}
}
|
| Kasabov N (2001), "``Brain-like functions in evolving connectionist systems for on-line, knowledge-based learning''", In What should be Computed to Understand and Model Brain Function. Vol. 3, pp. 77-113. World Scientific. |
BibTeX:
@incollection{Kasabov01C,
author = {Kasabov, N.},
editor = {T. Kitamura},
title = {``Brain-like functions in evolving connectionist systems for on-line, knowledge-based learning''},
booktitle = {What should be Computed to Understand and Model Brain Function},
publisher = {World Scientific},
year = {2001},
volume = {3},
pages = {77-113},
url = {http://www.aut.ac.nz/__data/assets/pdf_file/0011/10604/iizuka-kas99f.pdf}
}
|
| Kasabov N (2001), "``On-line learning, reasoning, rule extraction and aggregation in locally optimised evolving fuzzy neural networks''", Neurocomputing. Vol. 41, pp. 25-41. |
BibTeX:
@article{Kasabov01J,
author = {Kasabov, N.},
title = {``On-line learning, reasoning, rule extraction and aggregation in locally optimised evolving fuzzy neural networks''},
journal = {Neurocomputing},
year = {2001},
volume = {41},
pages = {25-41},
url = {http://www.aut.ac.nz/__data/assets/pdf_file/0008/10331/1207.pdf}
}
|
| Kasabov N (2001), "``Evolving Fuzzy Neural Networks for Supervised/Unsupervised On-line, Knowledge-Based Learning''", IEEE Transactions of Systems, Man and Cybernetics, Part B – Cybernetics. Vol. 31(6), pp. 902-918. |
BibTeX:
@article{Kasabov01J2,
author = {Kasabov, N.},
title = {``Evolving Fuzzy Neural Networks for Supervised/Unsupervised On-line, Knowledge-Based Learning''},
journal = {IEEE Transactions of Systems, Man and Cybernetics, Part B – Cybernetics},
year = {2001},
volume = {31},
number = {6},
pages = {902-918},
url = {http://www.aut.ac.nz/__data/assets/pdf_file/0016/10681/kas-smc-2001.pdf}
}
|
| Kasabov N (2001), "``Evolving Connectionist Systems, the Brain and the Genes''", In Proceedings of ICONIP 2001, Shanghai, China.
[BibTeX] |
BibTeX:
@inproceedings{Kasabov01P,
author = {Kasabov, N.},
title = {``Evolving Connectionist Systems, the Brain and the Genes''},
booktitle = {Proceedings of ICONIP 2001, Shanghai, China},
year = {2001}
}
|
| Kasabov N (2003), "``Evolving Connectionist Systems: Methods and Applications in Bioinformatics, Brain Study and Intelligent Machines''" Springer.
[BibTeX] |
BibTeX:
@book{Kasabov03B,
author = {Kasabov, N.},
title = {``Evolving Connectionist Systems: Methods and Applications in Bioinformatics, Brain Study and Intelligent Machines''},
publisher = {Springer},
year = {2003}
}
|
| Kasabov N (2003), "``Evolving connectionist-based decision support systems''", In Applied Decision Support with Soft Computing, series: Studies in Fuzziness and Soft Computing. Vol. 124, pp. 86-98. Springer.
[BibTeX] |
BibTeX:
@incollection{Kasabov03C,
author = {Kasabov, N.},
editor = {X.Yu and J.Kacprzyk},
title = {``Evolving connectionist-based decision support systems''},
booktitle = {Applied Decision Support with Soft Computing, series: Studies in Fuzziness and Soft Computing},
publisher = {Springer},
year = {2003},
volume = {124},
pages = {86-98}
}
|
| Kasabov N (2006), "``Adaptation and Interaction in Dynamical Systems: Modelling and Rule Discovery Through Evolving Connectionist Systems''", Applied Soft Computing. Vol. 6(3), pp. 307-322. |
BibTeX:
@article{Kasabov06J,
author = {Kasabov, N.},
title = {``Adaptation and Interaction in Dynamical Systems: Modelling and Rule Discovery Through Evolving Connectionist Systems''},
journal = {Applied Soft Computing},
year = {2006},
volume = {6},
number = {3},
pages = {307-322},
url = {http://dx.doi.org/10.1016/j.asoc.2005.01.006}
}
|
| Kasabov N (1998), "``The ECOS framework and the ECO learning method for evolving connectionist systems''", Journal of Advanced Computational Intelligence. Vol. 2(6), pp. 195-202. |
BibTeX:
@article{Kasabov98J,
author = {Kasabov, N.},
title = {``The ECOS framework and the ECO learning method for evolving connectionist systems''},
journal = {Journal of Advanced Computational Intelligence},
year = {1998},
volume = {2},
number = {6},
pages = {195-202},
url = {http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.44.8509&rep=rep1&type=pdf}
}
|
| Kasabov N (1998), "``Evolving Fuzzy Neural Networks - Algorithms, Applications and Biological Motivation''", In Methodologies for the Conception, Design and Application of Soft Computing. Vol. 1, pp. 271-274. World Scientific. |
BibTeX:
@inproceedings{Kasabov98P,
author = {Kasabov, N.},
editor = {Yamakawa, Takeshi and Matsumoto, Gen},
title = {``Evolving Fuzzy Neural Networks - Algorithms, Applications and Biological Motivation''},
booktitle = {Methodologies for the Conception, Design and Application of Soft Computing},
publisher = {World Scientific},
year = {1998},
volume = {1},
pages = {271-274},
url = {http://www.aut.ac.nz/__data/assets/pdf_file/0010/10360/efunn-iizuka98.pdf}
}
|
| Kasabov N (1998), "``ECOS: Evolving Connectionist Systems and the ECO Learning Paradigm''", In ICONIP'98 Proceedings. Vol. 2, pp. 1232-1235. |
BibTeX:
@inproceedings{Kasabov98P2,
author = {Kasabov, N.},
editor = {Usui, Shiro and Omori, Takashi},
title = {``ECOS: Evolving Connectionist Systems and the ECO Learning Paradigm''},
booktitle = {ICONIP'98 Proceedings},
year = {1998},
volume = {2},
pages = {1232-1235},
url = {http://www.aut.ac.nz/__data/assets/pdf_file/0017/10358/ecos-iconip98.pdf}
}
|
| Kasabov N (1999), "``Evolving connectionist and fuzzy connectionist systems for on-line adaptive decision making and control''", In Advances in Soft Computing - Engineering Design and Manufacturing. Springer-Verlag, London Limited. |
BibTeX:
@incollection{Kasabov99C,
author = {Kasabov, N.},
editor = {R. Roy and T. Furuhashi and P.K. Chawdhry},
title = {``Evolving connectionist and fuzzy connectionist systems for on-line adaptive decision making and control''},
booktitle = {Advances in Soft Computing - Engineering Design and Manufacturing},
publisher = {Springer-Verlag, London Limited},
year = {1999},
url = {http://www.aut.ac.nz/__data/assets/pdf_file/0016/10690/kp-2.pdf}
}
|
| Kasabov N (1999), "``Evolving connectionist and fuzzy connectionist systems - theory and applications for adaptive, on-line intelligent systems''", In Neuro-Fuzzy Techniques for Intelligent Information Systems. , pp. 111-146. Heidelberg, Physica Verlag. |
BibTeX:
@incollection{Kasabov99C2,
author = {Kasabov, N.},
editor = {N. Kasabov and R.Kozma},
title = {``Evolving connectionist and fuzzy connectionist systems - theory and applications for adaptive, on-line intelligent systems''},
booktitle = {Neuro-Fuzzy Techniques for Intelligent Information Systems},
publisher = {Heidelberg, Physica Verlag},
year = {1999},
pages = {111-146},
url = {http://www.aut.ac.nz/__data/assets/pdf_file/0017/10763/p793.pdf}
}
|
| Kasabov N (1999), "``Evolving connectionist systems: A theory and a case study on adaptive speech recognition''", In Neural Networks, 1999. IJCNN '99. International Joint Conference on. Vol. 5, pp. 3002-3007. |
BibTeX:
@inproceedings{Kasabov99P,
author = {Kasabov, N.},
title = {``Evolving connectionist systems: A theory and a case study on adaptive speech recognition''},
booktitle = {Neural Networks, 1999. IJCNN '99. International Joint Conference on},
year = {1999},
volume = {5},
pages = {3002-3007},
url = {http://www.aut.ac.nz/resources/research/research_institutes/kedri/downloads/pdf/p793.pdf}
}
|
| Kasabov N (1999), "``Evolving fuzzy neural networks for adaptive, on-line intelligent agents and systems''", In Proceedings of the International. Conference on Recent Advances in Mechatronics, Istanbul, Turkey, May 24-26, 1999. , pp. 27-41. |
BibTeX:
@inproceedings{Kasabov99P3,
author = {Kasabov, N.},
title = {``Evolving fuzzy neural networks for adaptive, on-line intelligent agents and systems''},
booktitle = {Proceedings of the International. Conference on Recent Advances in Mechatronics, Istanbul, Turkey, May 24-26, 1999},
year = {1999},
pages = {27-41},
url = {http://www.aut.ac.nz/__data/assets/pdf_file/0018/10359/ecos-icram00-txtf1.pdf}
}
|
| Kasabov N (1999), "``Evolving Connectionist Systems for On-line, Knowledge-based Learning: Principles and Applications''". Thesis at: Department of Information Science, University of Otago. (TR99/02) |
BibTeX:
@techreport{Kasabov99TR,
author = {Kasabov, N.},
title = {``Evolving Connectionist Systems for On-line, Knowledge-based Learning: Principles and Applications''},
school = {Department of Information Science, University of Otago},
year = {1999},
number = {TR99/02},
url = {http://www.aut.ac.nz/__data/assets/pdf_file/0004/10795/tr99-02.pdf}
}
|
| Kasabov N and Song Q (2002), "``DENFIS: Dynamic Evolving Neural-Fuzzy Inference Systems''", IEEE Transactions on Fuzzy Systems., April, 2002. Vol. 10(2), pp. 144-154. |
BibTeX:
@article{KasabovSong02J,
author = {Kasabov, N. and Song, Q.},
title = {``DENFIS: Dynamic Evolving Neural-Fuzzy Inference Systems''},
journal = {IEEE Transactions on Fuzzy Systems},
year = {2002},
volume = {10},
number = {2},
pages = {144-154},
url = {http://www.aut.ac.nz/__data/assets/pdf_file/0014/10355/denfis_for_time-series_prediction.pdf}
}
|
| Kasabov N and Song Q (2002), "``GA-parameter optimisation of evolving connectionist systems for classification and a case study from bioinformatics''", In Proc. of ICONIP’2002 - International Conference on Neuro-Information Processing, Singapore, November 2002. , pp. 602-605. IEEE Press. |
BibTeX:
@inproceedings{KasabovSong02P,
author = {Kasabov,N. and Song, Q.},
title = {``GA-parameter optimisation of evolving connectionist systems for classification and a case study from bioinformatics''},
booktitle = {Proc. of ICONIP’2002 - International Conference on Neuro-Information Processing, Singapore, November 2002},
publisher = {IEEE Press},
year = {2002},
pages = {602-605},
url = {http://www.aut.ac.nz/__data/assets/pdf_file/0017/10754/nkasabov_qsong_ga_parameter_optimisation_of_ecos.pdf}
}
|
| Kasabov N and Song Q (1999), "``Dynamic Evolving Fuzzy Neural Networks with `m-out-of-n' Activation Nodes for On-line Adaptive Systems''". Thesis at: Department of Information Science, University of Otago. (TR99/04) |
BibTeX:
@techreport{KasabovSong99TR,
author = {Kasabov, N. and Song, Q.},
title = {``Dynamic Evolving Fuzzy Neural Networks with `m-out-of-n' Activation Nodes for On-line Adaptive Systems''},
school = {Department of Information Science, University of Otago},
year = {1999},
number = {TR99/04},
url = {http://www.aut.ac.nz/__data/assets/pdf_file/0017/10682/kas-tr99-04.pdf}
}
|
| Kasabov N, Song Q and Nishikawa I (2003), "``Evolutionary Computation for Dynamic Parameter Optimisation of Evolving Connectionist Systems for On-line Prediction of Time Series with Changing Dynamics''", In Proceedings, IJCNN'2003, Portland, Oregon, July 2003. , pp. 438-443. |
BibTeX:
@inproceedings{KasabovSongNishikawa03P,
author = {Kasabov, N. and Song, Q. and Nishikawa, I.},
title = {``Evolutionary Computation for Dynamic Parameter Optimisation of Evolving Connectionist Systems for On-line Prediction of Time Series with Changing Dynamics''},
booktitle = {Proceedings, IJCNN'2003, Portland, Oregon, July 2003},
year = {2003},
pages = {438-443},
url = {http://www.aut.ac.nz/__data/assets/pdf_file/0005/10697/nik_qun_iku03.pdf}
}
|
| Kasabov N and Watts M (1999), "``Spatial-Temporal Adaptation in Evolving Fuzzy Neural Networks for On-line Adaptive Phoneme Recognition''". Thesis at: Department of Information Science, University of Otago. (TR99/03) |
BibTeX:
@techreport{KasabovWatts99TR,
author = {Kasabov, N. and Watts, M.},
title = {``Spatial-Temporal Adaptation in Evolving Fuzzy Neural Networks for On-line Adaptive Phoneme Recognition''},
school = {Department of Information Science, University of Otago},
year = {1999},
number = {TR99/03},
url = {http://www.aut.ac.nz/__data/assets/pdf_file/0005/10796/tr9903.pdf}
}
|
| Kasabov N and Woodford B (1999), "``Rule Insertion and Rule Extraction from Evolving Fuzzy Neural Networks: Algorithms and Applications for Building Adaptive, Intelligent Expert Systems''", In IEEE International Fuzzy Systems Conference. , pp. 1406-1411. |
BibTeX:
@inproceedings{KasabovWoodford99P,
author = {Kasabov, N. and Woodford, B.},
title = {``Rule Insertion and Rule Extraction from Evolving Fuzzy Neural Networks: Algorithms and Applications for Building Adaptive, Intelligent Expert Systems''},
booktitle = {IEEE International Fuzzy Systems Conference},
year = {1999},
pages = {1406-1411},
url = {http://www.aut.ac.nz/__data/assets/pdf_file/0018/10368/fuzz-ieee99.pdf}
}
|
| Minku F and Ludermir T (2005), "``Evolutionary strategies and genetic algorithms for dynamic parameter optimization of evolving fuzzy neural networks''", In Proceedings of CEC’2005 Edinburgh, Scotland, September, 2005. Vol. 3, pp. 1951-1958. |
BibTeX:
@inproceedings{MinkuLudermir05P,
author = {Minku, F.L and Ludermir, T.B.},
title = {``Evolutionary strategies and genetic algorithms for dynamic parameter optimization of evolving fuzzy neural networks''},
booktitle = {Proceedings of CEC’2005 Edinburgh, Scotland, September, 2005},
year = {2005},
volume = {3},
pages = {1951-1958},
url = {http://www.cs.bham.ac.uk/ flm/publications/MinkuLudermirCEC05.pdf}
}
|
| Minku F and Ludermir T (2006), "``EFuNNs Ensembles Construction Using a Clustering Method and a Coevolutionary Genetic Algorithm''", In Proceedings of CEC 2006, Vancouver, BC, Canada, July 16-21, 2006. , pp. 5548-5555. |
BibTeX:
@inproceedings{MinkuLudermir06P,
author = {Minku, F.L. and Ludermir, T.B.},
title = {``EFuNNs Ensembles Construction Using a Clustering Method and a Coevolutionary Genetic Algorithm''},
booktitle = {Proceedings of CEC 2006, Vancouver, BC, Canada, July 16-21, 2006},
year = {2006},
pages = {5548-5555},
url = {http://www.cs.bham.ac.uk/ flm/publications/MinkuLudermirCEC06.pdf}
}
|
| Minku F and Ludermir T (2006), "``EFuNN Ensembles Construction Using a Clustering Method and a Coevolutionary Multi-Objective Genetic Algorithm''", In 13th International Conference on Neural Information Processing, ICONIP’2006 Hong Kong, October 2006. , pp. 884-891. |
BibTeX:
@inproceedings{MinkuLudermir06P2,
author = {Minku, F.L. and Ludermir, T.B.},
title = {``EFuNN Ensembles Construction Using a Clustering Method and a Coevolutionary Multi-Objective Genetic Algorithm''},
booktitle = {13th International Conference on Neural Information Processing, ICONIP’2006 Hong Kong, October 2006},
year = {2006},
pages = {884-891},
url = {http://www.cs.bham.ac.uk/ flm/publications/MinkuLudermirICONIP06.pdf}
}
|
| Minku F and Ludermir T (2006), "``EFuNN Ensembles Construction Using CONE with Multi-objective GA''", In IX Brazilian Symposium on Artificial Neural Networks, SBRN'2006, Ribeirão Preto, Brazil, October 2006. , pp. 48-53. |
BibTeX:
@inproceedings{MinkuLudermir06P3,
author = {Minku, F.L. and Ludermir, T.B.},
title = {``EFuNN Ensembles Construction Using CONE with Multi-objective GA''},
booktitle = {IX Brazilian Symposium on Artificial Neural Networks, SBRN'2006, Ribeirão Preto, Brazil, October 2006},
year = {2006},
pages = {48-53},
url = {http://www.cs.bham.ac.uk/ flm/publications/MinkuLudermirSBRN06.pdf}
}
|
| Minku FL and Ludermir TB (2008), "``Clustering and co-evolution to construct neural network ensembles:An experimental study''", Neural Networks. Vol. 21(9), pp. 1363 - 1379. |
BibTeX:
@article{MinkuLudermir08J,
author = {Minku, Fernanda L. and Ludermir, Teresa B.},
title = {``Clustering and co-evolution to construct neural network ensembles:An experimental study''},
journal = {Neural Networks},
year = {2008},
volume = {21},
number = {9},
pages = {1363 - 1379},
url = {http://www.cin.ufpe.br/ tbl/artigos/neuralnetworks2008.pdf},
doi = {10.1016/j.neunet.2008.02.001}
}
|
| Minku FL and Yao X (2008), "``On-line Negative Correlation Learning''", In Proceedings of IJCNN 2008. , pp. 1375-1382. |
BibTeX:
@inproceedings{MinkuYao08P,
author = {Minku, F. L. and Yao, Xin},
title = {``On-line Negative Correlation Learning''},
booktitle = {Proceedings of IJCNN 2008},
year = {2008},
pages = {1375-1382},
url = {http://www.cs.bham.ac.uk/ flm/publications/MinkuYaoIJCNN08.pdf}
}
|
| Mohemmed A, Schliebs S, Matsuda S and Kasabov N (2011), "``Method for Training a Spiking Neuron to Associate Input-Output Spike Trains''", In Eann/aiai. Vol. 1, pp. 219-228.
[BibTeX] |
BibTeX:
@inproceedings{Mohemmedetal11P,
author = {Mohemmed, Ammar and Schliebs, Stefan and Matsuda, Satoshi and Kasabov, Nikola},
editor = {L. Iliadis and C. Jayne},
title = {``Method for Training a Spiking Neuron to Associate Input-Output Spike Trains''},
booktitle = {Eann/aiai},
year = {2011},
volume = {1},
pages = {219-228}
}
|
| Ozawa S, Pang S and Kasabov N (2006), "``On-line Feature Selection for Adaptive Evolving Connectionist Systems''", International Journal of Innovative Computing, Information and Control., February, 2006. Vol. 2(1), pp. 181-192. |
BibTeX:
@article{OzawaPangKasabov06J,
author = {Ozawa, S. and Pang, S. and Kasabov, N.},
title = {``On-line Feature Selection for Adaptive Evolving Connectionist Systems''},
journal = {International Journal of Innovative Computing, Information and Control},
year = {2006},
volume = {2},
number = {1},
pages = {181-192},
url = {http://www.aut.ac.nz/resources/research/research_institutes/kedri/downloads/pdf/ozapankasijicics05.pdf}
}
|
| Pasha M, Budiarto R, Syukur M and Yamada M (2005), "``EFIS: Evolvable-Neural-Based Fuzzy Inference System and Its Application for Adaptive Networks Anomaly Detection''", In ICMLC 2005. , pp. 662-671. |
BibTeX:
@inproceedings{Pashaetal06P,
author = {Pasha, M.F. and Budiarto, R. and Syukur, M. and Yamada, M.},
title = {``EFIS: Evolvable-Neural-Based Fuzzy Inference System and Its Application for Adaptive Networks Anomaly Detection''},
booktitle = {ICMLC 2005},
year = {2005},
pages = {662-671},
url = {http://www.springerlink.com/index/P4343020Q6006425.pdf}
}
|
| Ravi V, Srinivas ER and Kasabov NK (13-15 Dec. 2007), "``On-Line Evolving Fuzzy Clustering''", In International Conference on Computational Intelligence and Multimedia Applications, 2007.. Vol. 1, pp. 347-351. |
BibTeX:
@inproceedings{RaviSrinivasKasabov07P,
author = {Ravi, V. and Srinivas, E. R. and Kasabov, N. K.},
title = {``On-Line Evolving Fuzzy Clustering''},
booktitle = {International Conference on Computational Intelligence and Multimedia Applications, 2007.},
year = {13-15 Dec. 2007},
volume = {1},
pages = {347-351},
doi = {10.1109/ICCIMA.2007.314}
}
|
| Song Q and Kasabov N (2000), "``Dynamic Evolving Neuro-Fuzzy Inference System (DENFIS): On-line learning and Application for Time-Series Prediction''", In Proceedings of the 6th International Conference on Soft Computing, October 1-4, 2000, Fuzzy Logic Systems Institute, Iizuka, Japan. , pp. 696-702. |
BibTeX:
@inproceedings{SongKasabov00P,
author = {Song, Q. and Kasabov, N.},
title = {``Dynamic Evolving Neuro-Fuzzy Inference System (DENFIS): On-line learning and Application for Time-Series Prediction''},
booktitle = {Proceedings of the 6th International Conference on Soft Computing, October 1-4, 2000, Fuzzy Logic Systems Institute, Iizuka, Japan},
year = {2000},
pages = {696-702},
url = {http://www.aut.ac.nz/__data/assets/pdf_file/0013/10354/denfis.pdf}
}
|
| Song Q and Kasabov N (2003), "``Weighted Data Normalization and Feature Selection for Evolving Connectionist Systems''", In Proc. of the Eight Australian and New Zealand Intelligent Information Systems Conference, Sydney, Australia Dec. 2003. , pp. 285-290. |
BibTeX:
@inproceedings{SongKasabov03P,
author = {Song, Q. and Kasabov, N.},
title = {``Weighted Data Normalization and Feature Selection for Evolving Connectionist Systems''},
booktitle = {Proc. of the Eight Australian and New Zealand Intelligent Information Systems Conference, Sydney, Australia Dec. 2003},
year = {2003},
pages = {285-290},
url = {http://www.aut.ac.nz/__data/assets/pdf_file/0017/10790/songkasabov_aniis.pdf}
}
|
| Song Q and Kasasbov N (2001), "``ECM, A Novel On-line, Evolving Clustering Method and its Applications''", In Proceedings of the Fifth Biannual Conference on Artificial Neural Networks and Expert Systems (ANNES2001). , pp. 87-92. |
BibTeX:
@inproceedings{SongKasabov01P,
author = {Song, Q. and Kasasbov, N.},
title = {``ECM, A Novel On-line, Evolving Clustering Method and its Applications''},
booktitle = {Proceedings of the Fifth Biannual Conference on Artificial Neural Networks and Expert Systems (ANNES2001)},
year = {2001},
pages = {87-92},
url = {http://www.aut.ac.nz/__data/assets/pdf_file/0020/10766/qs2001_36.pdf}
}
|
| Wang X (2001), "````On-Line'' Time Series Prediction System---EFuNN-T''", In Proceedings of the Fifth Biannual Conference on Artificial Neural Networks and Expert Systems (ANNES2001). , pp. 82-86. |
BibTeX:
@inproceedings{Wang01P,
author = {Wang, X.},
title = {````On-Line'' Time Series Prediction System---EFuNN-T''},
booktitle = {Proceedings of the Fifth Biannual Conference on Artificial Neural Networks and Expert Systems (ANNES2001)},
year = {2001},
pages = {82-86},
url = {http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.18.8153}
}
|
| Watts M (2004), "``Fuzzy Rule Extraction from Simple Evolving Connectionist Systems''", International Journal of Computational Intelligence and Applications, Special Issue on Neuro-Computing and Hybrid Methods for Evolving Intelligence. Vol. 4(3), pp. 299-308. |
BibTeX:
@article{Watts04J,
author = {Watts, M.J.},
title = {``Fuzzy Rule Extraction from Simple Evolving Connectionist Systems''},
journal = {International Journal of Computational Intelligence and Applications, Special Issue on Neuro-Computing and Hybrid Methods for Evolving Intelligence},
year = {2004},
volume = {4},
number = {3},
pages = {299-308},
url = {http://www.worldscinet.com/ijcia/04/0403/S146902680400132X.html}
}
|
| Watts M (2004), "``Evolving connectionist systems: characterisation, simplification, formalisation, explanation and optimisation''". Thesis at: University of Otago, New Zealand. |
BibTeX:
@phdthesis{Watts04T,
author = {Watts, M.},
title = {``Evolving connectionist systems: characterisation, simplification, formalisation, explanation and optimisation''},
school = {University of Otago, New Zealand},
year = {2004},
url = {http://eprints.otago.ac.nz/333/}
}
|
| Watts M (2005), "``ANN Rule Extraction using Evolutionary Programmed Fuzzy Membership Functions''", International Journal of Information Technology: Special Issue on Evolutionary Algorithm and Advanced Learning System. Vol. 11(10), pp. 45-53. |
BibTeX:
@article{Watts05J,
author = {Watts, M.J.},
title = {``ANN Rule Extraction using Evolutionary Programmed Fuzzy Membership Functions''},
journal = {International Journal of Information Technology: Special Issue on Evolutionary Algorithm and Advanced Learning System},
year = {2005},
volume = {11},
number = {10},
pages = {45-53},
url = {http://www.icis.ntu.edu.sg/scs-ijit/1110/1110_6.pdf}
}
|
| Watts M (2006), "``Nominal-Scale Evolving Connectionist Systems''", In Proceedings of 2006 International Joint Conference on Neural Networks (IJCNN 2006), Vancouver, Canada. , pp. 4057-4061. |
BibTeX:
@inproceedings{Watts06P,
author = {Watts, M.J.},
title = {``Nominal-Scale Evolving Connectionist Systems''},
booktitle = {Proceedings of 2006 International Joint Conference on Neural Networks (IJCNN 2006), Vancouver, Canada},
year = {2006},
pages = {4057-4061},
url = {http://gateway.isiknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=RID&SrcApp=RID&DestLinkType=FullRecord&DestApp=INSPEC&KeyUT=9723100}
}
|
| Watts M (1999), "``An Investigation of the Properties of Evolving Fuzzy Neural Networks''", In Proceedings of ICONIP'99, November 1999, Perth, Australia. , pp. 217-221. |
BibTeX:
@inproceedings{Watts99P1,
author = {Watts, M.J.},
title = {``An Investigation of the Properties of Evolving Fuzzy Neural Networks''},
booktitle = {Proceedings of ICONIP'99, November 1999, Perth, Australia},
year = {1999},
pages = {217-221},
url = {http://gateway.isiknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=RID&SrcApp=RID&DestLinkType=FullRecord&DestApp=INSPEC&KeyUT=6605094}
}
|
| Watts M (1999), "``Evolving Connectionist Systems for Biochemical Applications''", In Emerging Knowledge Engineering and Connectionist-based Systems (Proceedings of the ICONIP/ANZIIS/ANNES'99 Workshop ``Future directions for intelligent systems and information sciences'', Dunedin, 22-23 November 1999). , pp. 147-151. University of Otago Press.
[BibTeX] |
BibTeX:
@inproceedings{Watts99P2,
author = {Watts, M.J.},
editor = {Kasabov, N. and Ko, K.},
title = {``Evolving Connectionist Systems for Biochemical Applications''},
booktitle = {Emerging Knowledge Engineering and Connectionist-based Systems (Proceedings of the ICONIP/ANZIIS/ANNES'99 Workshop ``Future directions for intelligent systems and information sciences'', Dunedin, 22-23 November 1999)},
publisher = {University of Otago Press},
year = {1999},
pages = {147-151}
}
|
| Watts M and Kasabov N (2000), "``Simple Evolving Connectionist Systems and Experiments on Isolated Phoneme Recognition''", In Proceedings of the first IEEE conference on evolutionary computation and neural networks, San Antonio, May 2000. , pp. 232-239. IEEE Press. |
BibTeX:
@inproceedings{WattsKasabov00P,
author = {Watts, M.J. and Kasabov, N.},
title = {``Simple Evolving Connectionist Systems and Experiments on Isolated Phoneme Recognition''},
booktitle = {Proceedings of the first IEEE conference on evolutionary computation and neural networks, San Antonio, May 2000},
publisher = {IEEE Press},
year = {2000},
pages = {232-239},
url = {http://www.aut.ac.nz/__data/assets/pdf_file/0004/10777/secos_phoneme.pdf}
}
|
| Watts M and Kasabov N (2001), "``Dynamic optimisation of evolving connectionist system training parameters by pseudo-evolution strategy''", In Proceedings of the Congress on Evolutionary Computation (CEC) 2001. Seoul, Korea. , pp. 1335-1342. |
BibTeX:
@inproceedings{WattsKasabov01P,
author = {Watts, M.J. and Kasabov, N.K.},
title = {``Dynamic optimisation of evolving connectionist system training parameters by pseudo-evolution strategy''},
booktitle = {Proceedings of the Congress on Evolutionary Computation (CEC) 2001. Seoul, Korea},
year = {2001},
pages = {1335-1342},
url = {http://www.aut.ac.nz/__data/assets/pdf_file/0016/10357/ecos-es.pdf}
}
|
| Watts M and Kasabov N (2002), "``Evolutionary Optimisation of Evolving Connectionist Systems''", In Proceedings of the Congress on Evolutionary Computation (CEC) 2002. , pp. 606-610. |
BibTeX:
@inproceedings{WattsKasabov02P,
author = {Watts, M.J. and Kasabov, N.K.},
title = {``Evolutionary Optimisation of Evolving Connectionist Systems''},
booktitle = {Proceedings of the Congress on Evolutionary Computation (CEC) 2002},
year = {2002},
pages = {606-610},
url = {http://www.aut.ac.nz/__data/assets/pdf_file/0014/10805/watkaswcci02.pdf}
}
|
| Woodford B (2010), "``Automatic Optimization of pruning in Evolving Fuzzy Neural Networks using an Entropy Measure''", In Proceedings of the IEEE International Joint Conference on Neural Networks (IJCNN’2010) as part of the IEEE World Congress on Computational Intelligence (WCCI’2010), 18–23 July, 2010, Centre De Convencions Internacional De Barcelona, Barcelona, Spain. , pp. 1053–1059. IEEE Press.
[BibTeX] |
BibTeX:
@inproceedings{Woodford10P,
author = {Woodford, B.J.},
title = {``Automatic Optimization of pruning in Evolving Fuzzy Neural Networks using an Entropy Measure''},
booktitle = {Proceedings of the IEEE International Joint Conference on Neural Networks (IJCNN’2010) as part of the IEEE World Congress on Computational Intelligence (WCCI’2010), 18–23 July, 2010, Centre De Convencions Internacional De Barcelona, Barcelona, Spain},
publisher = {IEEE Press},
year = {2010},
pages = {1053–1059}
}
|
| Woodford BJ and Kasabov N (2001), "``Ensembles of EFuNNs: An architecture for a multi module classifier''", In The proceedings of FUZZ-IEEE'2001. The 10th IEEE International Conference on Fuzzy Systems, December 2-5 2001, Melbourne, Australia. , pp. 441-445. |
BibTeX:
@inproceedings{WoodfordKasabov01P,
author = {Woodford, B. J. and Kasabov, N.},
title = {``Ensembles of EFuNNs: An architecture for a multi module classifier''},
booktitle = {The proceedings of FUZZ-IEEE'2001. The 10th IEEE International Conference on Fuzzy Systems, December 2-5 2001, Melbourne, Australia},
year = {2001},
pages = {441-445},
url = {http://www.aut.ac.nz/__data/assets/pdf_file/0015/10806/wood-kasa-fuzzieee2001.pdf}
}
|
| Swope JA (2012), "``ARTdECOS, adaptive evolving connectionist model and application to heart rate variability''", Evolving Systems.
[BibTeX] |
BibTeX:
@article{Swope12J,
author = {Swope, Jay A.},
title = {``ARTdECOS, adaptive evolving connectionist model and application to heart rate variability''},
journal = {Evolving Systems},
year = {2012}
}
|
| Hamed HNbA (2012), "``Novel integrated methods of evolving spiking neural networks and particle swarm optimisation''". Thesis at: Auckland University of Technology.
[BibTeX] |
BibTeX:
@phdthesis{Hamed12T,
author = {Hamed, Haza Nuzly bin Abdull},
title = {``Novel integrated methods of evolving spiking neural networks and particle swarm optimisation''},
school = {Auckland University of Technology},
year = {2012}
}
|
| Shah H and Gopal M (2013), "``A reinforcement learning algorithm with evolving fuzzy neural networks''", In Proceedings of the 2013 International Conference on Systems, Control and Informatics.
[BibTeX] |
BibTeX:
@inproceedings{ShahGopal13P,
author = {Shah, Hitesh and Gopal, M.},
title = {``A reinforcement learning algorithm with evolving fuzzy neural networks''},
booktitle = {Proceedings of the 2013 International Conference on Systems, Control and Informatics},
year = {2013}
}
|
| Bodyanskiy YV, Tyshchenko OK and Kopaliani DS (2017), "``An Evolving Connectionist System for Data Stream Fuzzy Clustering and Its Online Learning''", Neurocomputing. Elsevier.
[BibTeX] |
BibTeX:
@article{BodyanskiyTyshchenkoKopaliani17J,
author = {Bodyanskiy, Yevgeniy V and Tyshchenko, Oleksii K and Kopaliani, Daria S},
title = {``An Evolving Connectionist System for Data Stream Fuzzy Clustering and Its Online Learning''},
journal = {Neurocomputing},
publisher = {Elsevier},
year = {2017}
}
|
| Zhang D, Kasabov N and Ghobakhlou A (2004), "``An Adaptive Model of Person Identification Combining Speech and Image Information''", In ICARCV 2004, Kunming, China. , pp. 413-418. |
BibTeX:
@inproceedings{ZhangGhobakhlouKasabov04P,
author = {Zhang, D. and Kasabov, N. and Ghobakhlou, A.},
title = {``An Adaptive Model of Person Identification Combining Speech and Image Information''},
booktitle = {ICARCV 2004, Kunming, China},
year = {2004},
pages = {413-418},
url = {http://www.aut.ac.nz/__data/assets/pdf_file/0016/10807/zhakasghoicarcv04.pdf}
}
|
| Hassan R, Al-Shaikhli I and Ahmad S (2017), "``INPUT SIGNIFICANCE ANALYSIS: FEATURE RANKING THROUGH SYNAPTIC WEIGHTS MANIPULATION FOR ANNS-BASED CLASSIFIERS''", Journal of Fundamental and Applied Sciences. Vol. 9(4S), pp. 639-662.
[BibTeX] |
BibTeX:
@article{HassanAlShaikhliAhmad17J1,
author = {Hassan, R and Al-Shaikhli, IFT and Ahmad, S},
title = {``INPUT SIGNIFICANCE ANALYSIS: FEATURE RANKING THROUGH SYNAPTIC WEIGHTS MANIPULATION FOR ANNS-BASED CLASSIFIERS''},
journal = {Journal of Fundamental and Applied Sciences},
year = {2017},
volume = {9},
number = {4S},
pages = {639--662}
}
|
| Hassan R, Al-Shaikhli I and Ahmad S (2017), "``INPUT SIGNIFICANCE ANALYSIS: FEATURE SELECTION THROUGH SYNAPTIC WEIGHTS MANIPULATION FOR EFUNNS CLASSIFIER''", Journal of Fundamental and Applied Sciences. Vol. 9(4S), pp. 681-709.
[BibTeX] |
BibTeX:
@article{HassanAlShaikhliAhmad17J2,
author = {Hassan, R and Al-Shaikhli, IFT and Ahmad, S},
title = {``INPUT SIGNIFICANCE ANALYSIS: FEATURE SELECTION THROUGH SYNAPTIC WEIGHTS MANIPULATION FOR EFUNNS CLASSIFIER''},
journal = {Journal of Fundamental and Applied Sciences},
year = {2017},
volume = {9},
number = {4S},
pages = {681--709}
}
|
| Watts M (2016), "``Sleep Learning and Max-Min Aggregation of Evolving Connectionist Systems''", In Proceedings of the International Joint Conference on Neural Networks (IJCNN) 2016. , pp. 4325-4330.
[BibTeX] |
BibTeX:
@inproceedings{Watts16P,
author = {Watts, M.J.},
title = {``Sleep Learning and Max-Min Aggregation of Evolving Connectionist Systems''},
booktitle = {Proceedings of the International Joint Conference on Neural Networks (IJCNN) 2016},
year = {2016},
pages = {4325-4330}
}
|
| Al-Khowarizmi, Sitompul OS and Nababan EB (2017), "``Measuring the Accuracy of Simple Evolving Connectionist System with Varying Distance Formulas''", Journal of Physics: Conference Series. Vol. 930(1), pp. . 012004.
[BibTeX] |
BibTeX:
@article{Al-KhowarizmiSitompulNababan17J,
author = {Al-Khowarizmi and Sitompul, O. S. and Nababan, E. B.},
title = {``Measuring the Accuracy of Simple Evolving Connectionist System with Varying Distance Formulas''},
journal = {Journal of Physics: Conference Series},
year = {2017},
volume = {930},
number = {1},
pages = {. 012004}
}
|
| Smadi S, Aslam N and & Zhang L (2018), "``Detection of online phishing email using dynamic evolving neural network based on reinforcement learning''", Decision Support Systems. Vol. 107, pp. 88-102.
[BibTeX] |
BibTeX:
@article{SmadiAslamZhang08J,
author = {Smadi, S. and Aslam, N. and & Zhang, L.},
title = {``Detection of online phishing email using dynamic evolving neural network based on reinforcement learning''},
journal = {Decision Support Systems},
year = {2018},
volume = {107},
pages = {88-102}
}
|
| Zhang KS, Zhong L, Tian L, Zhang XY and Li L (2017), "``DBIECM-an Evolving Clustering Method for Streaming Data Clustering''", AMSE journals. , pp. 239-254.
[BibTeX] |
BibTeX:
@article{Zhangetal17J,
author = {Zhang, K. S. and Zhong, L. and Tian, L. and Zhang, X. Y. and Li, L.},
title = {``DBIECM-an Evolving Clustering Method for Streaming Data Clustering''},
journal = {AMSE journals},
year = {2017},
pages = {239-254}
}
|
| Serir L, Ramasso E, Nectoux P and Zerhouni N (2013), "``E2GKpro: An evidential evolving multi-modeling approach for system behavior prediction with applications''", Mechanical Systems and Signal Processing. Vol. 37(1-2), pp. 213-228.
[BibTeX] |
BibTeX:
@article{Seriretal13J,
author = {Serir, L. and Ramasso, E. and Nectoux, P. and Zerhouni, N.},
title = {``E2GKpro: An evidential evolving multi-modeling approach for system behavior prediction with applications''},
journal = {Mechanical Systems and Signal Processing},
year = {2013},
volume = {37},
number = {1-2},
pages = {213-228}
}
|
| Avila JDJR, Martínez JP and Ramirez AF (2009), "``An evolving neuro-fuzzy recurrent network''", In Evolving and Self-Developing Intelligent Systems, 2009. ESDIS'09. IEEE Workshop on. , pp. 9-15. IEEE.
[BibTeX] |
BibTeX:
@inproceedings{AvilaMartinezRamirez09P,
author = {Avila, J. D. J. R. and Martínez, J. P. and Ramirez, A. F.},
title = {``An evolving neuro-fuzzy recurrent network''},
booktitle = {Evolving and Self-Developing Intelligent Systems, 2009. ESDIS'09. IEEE Workshop on},
publisher = {IEEE},
year = {2009},
pages = {9-15}
}
|
| Hernández JAM, CastaÑeda FG and Cadenas JAM (2009), "``An evolving fuzzy neural network based on the mapping of similarities''", IEEE Transactions on Fuzzy Systems. Vol. 17(6), pp. 1379-1396.
[BibTeX] |
BibTeX:
@article{HernandezCastanedaCadenas09J,
author = {Hernández, J. A. M. and CastaÑeda, F. G. and Cadenas, J. A. M.},
title = {``An evolving fuzzy neural network based on the mapping of similarities''},
journal = {IEEE Transactions on Fuzzy Systems},
year = {2009},
volume = {17},
number = {6},
pages = {1379-1396}
}
|
| Kasabov N (2009), "``Integrative connectionist learning systems inspired by nature: current models, future trends and challenges''", Natural Computing. Vol. 8(2), pp. 199-218.
[BibTeX] |
BibTeX:
@article{Kasabov09J,
author = {Kasabov, N.},
title = {``Integrative connectionist learning systems inspired by nature: current models, future trends and challenges''},
journal = {Natural Computing},
year = {2009},
volume = {8},
number = {2},
pages = {199-218}
}
|
| Pratama M (2014), "``Development of a Novel Evolving Neuro-Fuzzy System for Learning in Non-Stationary Environments''". Thesis at: University of New South Wales, Canberra, Australia.
[BibTeX] |
BibTeX:
@phdthesis{Pratama14T,
author = {Pratama, M.},
title = {``Development of a Novel Evolving Neuro-Fuzzy System for Learning in Non-Stationary Environments''},
school = {University of New South Wales, Canberra, Australia},
year = {2014}
}
|
| KEYVANPOUR M, Homayouni H and Zolfaghari S (2014), "``Population-based Automatic Fuzzy Neural Network for Online, Knowledge-based Learning''" MODARES JOURNAL OF ELECTRICAL ENGINEERING.
[BibTeX] |
BibTeX:
@article{Keyvanpour14J,
author = {KEYVANPOUR, MOHAMMADREZA and Homayouni, Hajar and Zolfaghari, Samaneh},
title = {``Population-based Automatic Fuzzy Neural Network for Online, Knowledge-based Learning''},
publisher = {MODARES JOURNAL OF ELECTRICAL ENGINEERING},
year = {2014}
}
|
| Tang J, Liu F, Zou Y, Zhang W and Wang Y (2017), "``An improved fuzzy neural network for traffic speed prediction considering periodic characteristic''", IEEE Transactions on Intelligent Transportation Systems. Vol. 18(9), pp. 2340-2350. IEEE.
[BibTeX] |
BibTeX:
@article{Tangetal17J,
author = {Tang, Jinjun and Liu, Fang and Zou, Yajie and Zhang, Weibin and Wang, Yinhai},
title = {``An improved fuzzy neural network for traffic speed prediction considering periodic characteristic''},
journal = {IEEE Transactions on Intelligent Transportation Systems},
publisher = {IEEE},
year = {2017},
volume = {18},
number = {9},
pages = {2340--2350}
}
|
| Prueller H (2014), "``Distributed Online Machine Learning for Mobile Care Systems''" De Montfort University.
[BibTeX] |
BibTeX:
@article{Prueller14T,
author = {Prueller, Hans},
title = {``Distributed Online Machine Learning for Mobile Care Systems''},
publisher = {De Montfort University},
year = {2014}
}
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[BibTeX] |
BibTeX:
@inproceedings{AlKhowarizmietal17J,
author = {Al-Khowarizmi1 and Sitompul, O.S. and Suherman and Nababan, E.B.},
title = {``Measuring the Accuracy of Simple Evolving Connectionist System with Varying Distance Formulas''},
booktitle = {Journal of Physics: Conference Series},
year = {2017},
volume = {930},
number = {1},
pages = {012004}
}
|
| Salih A-HA, Ali AH and Hashim NY (2018), "``Jaya: An Evolutionary Optimization Technique for Obtaining the Optimal Dthr Value of Evolving Clustering Method (ECM)''", International Journal of Engineering Research and Technology. Vol. 11(12), pp. 1901-1912.
[BibTeX] |
BibTeX:
@article{SalihAliHashim18J,
author = {Salih, Al-Hakam Ayad and Ali, Ahmed Hussein and Hashim, Nada Yousif},
title = {``Jaya: An Evolutionary Optimization Technique for Obtaining the Optimal Dthr Value of Evolving Clustering Method (ECM)''},
journal = {International Journal of Engineering Research and Technology},
year = {2018},
volume = {11},
number = {12},
pages = {1901--1912}
}
|
| Woodford BJ (2022), "``Boosted Self--evolving Neural Networks for Pattern Recognition''", In Australasian Joint Conference on Artificial Intelligence. , pp. 456-469.
[BibTeX] |
BibTeX:
@inproceedings{Woodford22P,
author = {Woodford, Brendon J},
title = {``Boosted Self--evolving Neural Networks for Pattern Recognition''},
booktitle = {Australasian Joint Conference on Artificial Intelligence},
year = {2022},
pages = {456--469}
}
|
| Woodford BJ (2023), "``Automatic Parameter Optimisation Framework for ECoS-based Models''", In 2023 International Joint Conference on Neural Networks (IJCNN). , pp. 01-08.
[BibTeX] |
BibTeX:
@inproceedings{Woodford23P,
author = {Woodford, Brendon J},
title = {``Automatic Parameter Optimisation Framework for ECoS-based Models''},
booktitle = {2023 International Joint Conference on Neural Networks (IJCNN)},
year = {2023},
pages = {01--08}
}
|