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ORCIDChrysostomos D. Stylios
Publications
- 2008
[j17]Elpiniki Papageorgiou, Panagiota Spyridonos, Dimitris Glotsos, Chrysostomos D. Stylios, Panagiota Ravazoula, George Nikiforidis, Peter P. Groumpos:
Brain tumor characterization using the soft computing technique of fuzzy cognitive maps. Appl. Soft Comput. 8(1): 820-828 (2008)- 2007
- [j14]George K. Georgoulas, Dimitris Gavrilis, Ioannis G. Tsoulos, Chrysostomos D. Stylios, João Bernardes
, Peter P. Groumpos:
Novel approach for fetal heart rate classification introducing grammatical evolution. Biomed. Signal Process. Control. 2(2): 69-79 (2007) - 2006
- [j13]Elpiniki Papageorgiou, Panagiota Spyridonos, Chrysostomos D. Stylios, Panagiota Ravazoula, Peter P. Groumpos, George Nikiforidis:
Advanced soft computing diagnosis method for tumour grading. Artif. Intell. Medicine 36(1): 59-70 (2006) - [j12]George K. Georgoulas, Chrysostomos D. Stylios, Peter P. Groumpos:
Feature Extraction and Classification of Fetal Heart Rate Using Wavelet Analysis and Support Vector Machines. Int. J. Artif. Intell. Tools 15(3): 411-432 (2006) - [j11]Elpiniki Papageorgiou, Chrysostomos D. Stylios, Peter P. Groumpos:
Unsupervised learning techniques for fine-tuning fuzzy cognitive map causal links. Int. J. Hum. Comput. Stud. 64(8): 727-743 (2006) - [j10]George K. Georgoulas, Chrysostomos D. Stylios, Petros P. Groumpos:
Predicting the risk of metabolic acidosis for newborns based on fetal heart rate signal classification using support vector machines. IEEE Trans. Biomed. Eng. 53(5): 875-884 (2006) - [c9]Elpiniki Papageorgiou, Chrysostomos D. Stylios, Peter P. Groumpos:
A Combined Fuzzy Cognitive Map and Decision Trees Model for Medical Decision Making. EMBC 2006: 6117-6120 - [c8]Elpiniki Papageorgiou, George K. Georgoulas, Chrysostomos D. Stylios, George Nikiforidis, Peter P. Groumpos:
Combining Fuzzy Cognitive Maps with Support Vector Machines for Bladder Tumor Grading. KES (1) 2006: 515-523 - [c7]Elpiniki Papageorgiou, Chrysostomos D. Stylios, Peter P. Groumpos:
Introducing Interval Analysis in Fuzzy Cognitive Map Framework. SETN 2006: 571-575 - 2005
- [j9]Elpiniki Papageorgiou, Konstantinos E. Parsopoulos, Chrysostomos D. Stylios, Petros P. Groumpos, Michael N. Vrahatis:
Fuzzy Cognitive Maps Learning Using Particle Swarm Optimization. J. Intell. Inf. Syst. 25(1): 95-121 (2005) - 2004
- [j8]Elpiniki Papageorgiou, Chrysostomos D. Stylios, Peter P. Groumpos:
Active Hebbian learning algorithm to train fuzzy cognitive maps. Int. J. Approx. Reason. 37(3): 219-249 (2004) - [j7]Chrysostomos D. Stylios, Petros P. Groumpos:
Modeling complex systems using fuzzy cognitive maps. IEEE Trans. Syst. Man Cybern. Part A 34(1): 155-162 (2004) - [c6]Elpiniki Papageorgiou, Panagiota Spyridonos, Chrysostomos D. Stylios, Panagiota Ravazoula, George Nikiforidis, Peter P. Groumpos:
The Challenge of Soft Computing Techniques for Tumor Characterization. ICAISC 2004: 1031-1036 - 2003
- [j5]Elpiniki Papageorgiou, Chrysostomos D. Stylios, Peter P. Groumpos:
An integrated two-level hierarchical system for decision making in radiation therapy based on fuzzy cognitive maps. IEEE Trans. Biomed. Eng. 50(12): 1326-1339 (2003) - [c5]Elpiniki Papageorgiou, Chrysostomos D. Stylios, Peter P. Groumpos:
Fuzzy Cognitive Map Learning Based on Nonlinear Hebbian Rule. Australian Conference on Artificial Intelligence 2003: 256-268 - 2001
- [c3]Elpiniki Papageorgiou, Chrysostomos D. Stylios, Peter P. Groumpos:
Learning algorithms for fuzzy cognitive maps. EUSFLAT Conf. 2001: 83-88 - [c2]Chrysostomos D. Stylios, Pamela C. Georgopoulos, Petros P. Groumpos:
Decision support system for radio therapy based on fuzzy cognitive maps. EUSFLAT Conf. 2001: 431-434 - 2000
- [j4]Chrysostomos D. Stylios, Peter P. Groumpos:
Fuzzy Cognitive Maps in modeling supervisory control systems. J. Intell. Fuzzy Syst. 8(1): 83-98 (2000) - 1999
- [j3]Chrysostomos D. Stylios, Peter P. Groumpos, Voula C. Georgopoulos:
Fuzzy Cognitive Map Approach to Process Control Systems Chrysostomos. J. Adv. Comput. Intell. Intell. Informatics 3(5): 409-417 (1999) - [j2]Chrysostomos D. Stylios, Peter P. Groumpos:
A Soft Computing Approach for Modelling the Supervisor of Manufacturing Systems. J. Intell. Robotic Syst. 26(3-4): 389-403 (1999) - 1998
- [j1]Chrysostomos D. Stylios, Peter P. Groumpos:
The challenge of modelling supervisory systems using fuzzy cognitive maps. J. Intell. Manuf. 9(4): 339-345 (1998) - [c1]Chrysostomos D. Stylios, Peter P. Groumpos:
Fuzzy cognitive map model for supervisory manufacture systems. BASYS 1998: 137-146
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