# Gürsel Serpen

According to our database

Collaborative distances:

^{1}, Gürsel Serpen authored at least 60 papers between 1994 and 2021.Collaborative distances:

## Timeline

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Book In proceedings Article PhD thesis Other## Links

#### On csauthors.net:

## Bibliography

2021

CoRR, 2021

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

Empirical Model Development for Message Delay and Drop in Wireless Sensor Networks.

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

Performance of global-local hybrid ensemble versus boosting and bagging ensembles.

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