Gürsel Serpen
Orcid: 0000-0001-9005-5483
According to our database1,
Gürsel Serpen
authored at least 61 papers
between 1994 and 2024.
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Bibliography
2024
Secur. Priv., 2024
2022
Ensemble Classifier Design Tuned to Dataset Characteristics for Network Intrusion Detection.
CoRR, 2022
2020
Reduced Complexity Simulation of Wireless Sensor Networks for Application Development.
CoRR, 2020
Intrusion Detection and identification System Design and Performance Evaluation for Industrial SCADA Networks.
CoRR, 2020
Evaluation of biometric user authentication using an ensemble classifier with face and voice recognition.
CoRR, 2020
2019
Design and performance evaluation of a parking management system for automated, multi-story and robotic parking structure.
Int. J. Intell. Comput. Cybern., 2019
Host-based anomaly detection using Eigentraces feature extraction and one-class classification on system call trace data.
CoRR, 2019
2018
Host-based misuse intrusion detection using PCA feature extraction and kNN classification algorithms.
Intell. Data Anal., 2018
2017
Ensemble classifier for misuse detection using N-gram feature vectors through operating system call traces.
Int. J. Hybrid Intell. Syst., 2017
2016
Neurocomputing, 2016
Adaptive and intelligent wireless sensor networks through neural networks: an illustration for infrastructure adaptation through Hopfield network.
Appl. Intell., 2016
2015
Automated robotic parking systems: real-time, concurrent and multi-robot path planning in dynamic environments.
Appl. Intell., 2015
Real-Time Optimal Scheduling of a Group of Elevators in a Multi-Story Robotic Fully-Automated Parking Structure.
Proceedings of the Complex Adaptive Systems 2015 Conference, San Jose, 2015
Transformation based Score Fusion Algorithm for Multi-modal Biometric User Authentication through Ensemble Classification.
Proceedings of the Complex Adaptive Systems 2015 Conference, San Jose, 2015
2014
Proceedings of the Complex Adaptive Systems 2014 Conference, 2014
Complexity Analysis of Multilayer Perceptron Neural Network Embedded into a Wireless Sensor Network.
Proceedings of the Complex Adaptive Systems 2014 Conference, 2014
Proceedings of the Complex Adaptive Systems 2014 Conference, 2014
2013
Int. J. Mach. Learn. Cybern., 2013
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013
Proceedings of the Complex Adaptive Systems 2013 Conference, 2013
2012
Assessing Time Complexity of Applications for TinyOS-Mica Wireless Sensor Networks in TOSSIM Emulator.
Proceedings of the Complex Adaptive Systems 2012 Conference, 2012
Proceedings of the Complex Adaptive Systems 2012 Conference, 2012
Simulating Heterogeneous and Larger-Scale Wireless Sensor Networks with TOSSIM TinyOS Emulator.
Proceedings of the Complex Adaptive Systems 2012 Conference, 2012
Composition of Optimal Service Workflows with Quality-of-Service Enabled Multi-Criteria Uniform Cost Search Algorithm.
Int. J. Syst. Serv. Oriented Eng., 2012
Int. J. Hybrid Intell. Syst., 2012
Intell. Data Anal., 2012
2011
Parallel and distributed computations of maximum independent set by a Hopfield neural net embedded into a wireless sensor network.
Proceedings of the Complex Adaptive Systems 2011 Conference, 2011
TOSSIM simulation of wireless sensor network serving as hardware platform for Hopfield neural net configured for max independent set.
Proceedings of the Complex Adaptive Systems 2011 Conference, 2011
nesC-TinyOS model for parallel and distributed computation of max independent set by Hopfield network on wireless sensor network.
Proceedings of the Complex Adaptive Systems 2011 Conference, 2011
Int. J. Hybrid Intell. Syst., 2011
2010
Knowledge Discovery for Query Formulation for Validation of a Bayesian Belief Network.
J. Intell. Learn. Syst. Appl., 2010
Proceedings of the International Conference on Machine Learning and Cybernetics, 2010
Hybridization of Base Classifiers of Random Subsample Ensembles for Enhanced Performance in High Dimensional Feature Spaces.
Proceedings of the Ninth International Conference on Machine Learning and Applications, 2010
Automated Composition of Web Service Workflow - A Novel QoS-Enabled Multi-criteria Cost Search Algorithm.
Proceedings of the ENASE 2010, 2010
2009
Proceedings of the International Conference on Machine Learning and Applications, 2009
High-Fidelity FEA Simulation through Linking with Experiment Data: A Neural Network Methodology.
Proceedings of the 2009 International Conference on Artificial Intelligence, 2009
A Bayesian Belief Network Classifier for Predicting Victimization in National Crime Victimization Survey.
Proceedings of the 2009 International Conference on Artificial Intelligence, 2009
Large Experiment and Evaluation Tool for WEKA Classifiers.
Proceedings of The 2009 International Conference on Data Mining, 2009
2008
Hopfield Network as Static Optimizer: Learning the Weights and Eliminating the Guesswork.
Neural Process. Lett., 2008
A knowledge-based artificial neural network classifier for pulmonary embolism diagnosis.
Comput. Biol. Medicine, 2008
Validation of a bayesian belief network representation for posterior probability calculations on national crime victimization survey.
Artif. Intell. Law, 2008
2006
Measuring similarity in feature space of knowledge entailed by two separate rule sets.
Knowl. Based Syst., 2006
NeuroWizard: A Software Tool for Empirical Modeling of Nonlinear Processes in Engineering Design Optimization.
Proceedings of the 2006 International Conference on Artificial Intelligence, 2006
2004
Managing spatio-temporal complexity in Hopfield neural network simulations for large-scale static optimization.
Math. Comput. Simul., 2004
Why machine learning algorithms fail in misuse detection on KDD intrusion detection data set.
Intell. Data Anal., 2004
2003
Weight Initialization for Simultaneous Recurrent Neural Network Trained with a Fixed point Learning Algorithm.
Neural Process. Lett., 2003
Simultaneous recurrent neural network trained with non-recurrent backpropagation algorithm for static optimisation.
Neural Comput. Appl., 2003
Automated lung outline reconstruction in ventilation-perfusion scans using principal component analysis techniques.
Comput. Biol. Medicine, 2003
Application of Machine Learning Algorithms to KDD Intrusion Detection Dataset within Misuse Detection Context.
Proceedings of the International Conference on Machine Learning; Models, Technologies and Applications. MLMTA'03, June 23, 2003
Proceedings of the Artificial Neural Networks and Neural Information Processing, 2003
Formulation of a Heuristic Rule for Misuse and Anomaly Detection for U2R Attacks in Solaris Operating System Environment.
Proceedings of the International Conference on Security and Management, 2003
KDD Feature Set Complaint Heuristic Rules for R2L Attack Detection.
Proceedings of the International Conference on Security and Management, 2003
2002
Training Simultaneous Recurrent Neural Network with Resilient Propagation for Static Optimization.
Int. J. Neural Syst., 2002
Int. J. Comput. Intell. Appl., 2002
2001
The Simultaneous Recurrent Neural Network for Addressing the Scaling Problem in Static Optimization.
Int. J. Neural Syst., 2001
2000
Neurocomputing, 2000
1999
Necessary Conditions for Stability of Solutions in Recurrent Neural Networks.
Neural Parallel Sci. Comput., 1999
1997
Neurocomputing, 1997
Determination of parameters in relaxation-search neural networks for optimization problems.
Proceedings of International Conference on Neural Networks (ICNN'97), 1997
1996
Proceedings of the Ninth IEEE Symposium on Computer-Based Medical Systems (CBMS '96), 1996
1994
Analysis of the relationship between weight parameters and stability of solutions in Hopfield networks form dynamic systems viewpoint.
Neural Parallel Sci. Comput., 1994