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Gursel Serpen, PhD
Gursel Serpen, PhD
Professor of Computer Science and Engineering at University of Toledo
Dirección de correo verificada de utoledo.edu
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Application of machine learning algorithms to KDD intrusion detection dataset within misuse detection context
M Sabhnani, G Serpen
Proceedings of International Conference on Machine Learning: Models …, 2003
4212003
Why machine learning algorithms fail in misuse detection on KDD intrusion detection data set
M Sabhnani, G Serpen
Intelligent Data Analysis 8 (4), 403-415, 2004
2252004
Host-based misuse intrusion detection using PCA feature extraction and kNN classification algorithms
G Serpen, E Aghaei
Intelligent Data Analysis 22 (5), 1101-1114, 2018
722018
Bayesian belief network query tool
MJ Riesen, G Serpen
US Patent App. 12/256,743, 2009
692009
Complexity analysis of multilayer perceptron neural network embedded into a wireless sensor network
G Serpen, Z Gao
Procedia Computer Science 36, 192-197, 2014
622014
A knowledge-based artificial neural network classifier for pulmonary embolism diagnosis
G Serpen, DK Tekkedil, M Orra
Computers in biology and medicine 38 (2), 204-220, 2008
542008
Performance analysis of probabilistic potential function neural network classifier
G Serpen, H Jiang, L Allred
Proceedings of artificial neural networks in engineering conference, St …, 1997
511997
AI-WSN: Adaptive and intelligent wireless sensor network
G Serpen, J Li, L Liu
Procedia Computer Science 20, 406-413, 2013
412013
KDD feature set complaint heuristic rules for R2L attack detection
M Sabhnani, G Serpen
Security and Management, 310-316, 2003
402003
Automated robotic parking systems: real-time, concurrent and multi-robot path planning in dynamic environments
G Serpen, C Dou
Applied Intelligence 42, 231-251, 2015
382015
UNSW‐NB15 computer security dataset: Analysis through visualization
Z Zoghi, G Serpen
Security and Privacy 7 (1), e331, 2024
342024
Bayes net classifiers for prediction of renal graft status and survival period
J Li, G Serpen, S Selman, M Franchetti, M Riesen, C Schneider
International Journal of Biomedical and Biological Engineering 4 (3), 88-94, 2010
282010
Hopfield network as static optimizer: Learning the weights and eliminating the guesswork
G Serpen
Neural Processing Letters 27, 1-15, 2008
272008
A novel algorithm for classification of SPECT images of a human heart
KJ Cios, LS Goodenday, KK Shah, G Serpen
Proceedings Ninth IEEE Symposium on Computer-Based Medical Systems, 1-5, 1996
241996
Empirical approximation for Lyapunov functions with artificial neural nets
G Serpen
Proceedings. 2005 IEEE International Joint Conference on Neural Networks …, 2005
222005
Real-time detection of human falls in progress: machine learning approach
G Serpen, RH Khan
Procedia Computer Science 140, 238-247, 2018
212018
Ensemble classifier for misuse detection using N-gram feature vectors through operating system call traces
E Aghaei, G Serpen
International Journal of Hybrid Intelligent Systems 14 (3), 141-154, 2017
212017
Transformation based score fusion algorithm for multi-modal biometric user authentication through ensemble classification
FS Assaad, G Serpen
Procedia Computer Science 61, 410-415, 2015
202015
Performance of global–local hybrid ensemble versus boosting and bagging ensembles
D Baumgartner, G Serpen
International Journal of Machine Learning and Cybernetics 4, 301-317, 2013
202013
Determination of weights for relaxation recurrent neural networks
G Serpen, DL Livingston
Neurocomputing 34 (1-4), 145-168, 2000
202000
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