Gürsel Serpen

According to our database1, Gürsel Serpen authored at least 56 papers between 1994 and 2019.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

2019
Design and performance evaluation of a parking management system for automated, multi-story and robotic parking structure.
Int. J. Intelligent Computing and Cybernetics, 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
Parallel and distributed neurocomputing with wireless sensor networks.
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

Part VI: Cyber Physical Systems Preface.
Proceedings of the Complex Adaptive Systems 2014 Conference, 2014

2013
Performance of global-local hybrid ensemble versus boosting and bagging ensembles.
Int. J. Machine Learning & Cybernetics, 2013

WSN-ANN: Parallel and distributed neurocomputing with wireless sensor networks.
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

AI-WSN: Adaptive and Intelligent Wireless Sensor Network.
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

Preface to Part V Distributed Networks.
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.
IJSSOE, 2012

Hybrid random subsample classifier ensemble for high dimensional data sets.
Int. J. Hybrid Intell. Syst., 2012

A design heuristic for hybrid classification ensembles in machine learning.
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

Comparative performance evaluation of global-local hybrid ensemble.
Int. J. Hybrid Intell. Syst., 2011

2010
Knowledge Discovery for Query Formulation for Validation of a Bayesian Belief Network.
JILSA, 2010

Comparison of subsampling techniques for random subspace ensembles.
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
Classification in High-Dimensional Feature Spaces: Random Subsample Ensemble.
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 Processing Letters, 2008

A knowledge-based artificial neural network classifier for pulmonary embolism diagnosis.
Comp. in Bio. and Med., 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.
Mathematics and Computers in Simulation, 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 Processing Letters, 2003

Simultaneous recurrent neural network trained with non-recurrent backpropagation algorithm for static optimisation.
Neural Computing and Applications, 2003

Automated lung outline reconstruction in ventilation-perfusion scans using principal component analysis techniques.
Comp. in Bio. and Med., 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

Adaptive Hopfield Network.
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

Passphrase Authentication Based on Typing Style Through an Art 2 Neural Network.
International Journal of Computational Intelligence and Applications, 2002

2001
The Simultaneous Recurrent Neural Network for Addressing the Scaling Problem in Static Optimization.
Int. J. Neural Syst., 2001

2000
Determination of weights for relaxation recurrent neural networks.
Neurocomputing, 2000

1999
Necessary Conditions for Stability of Solutions in Recurrent Neural Networks.
Neural Parallel & Scientific Comp., 1999

1997
On the performance of Hopfield network for graph search problem.
Neurocomputing, 1997

Determination of parameters in relaxation-search neural networks for optimization problems.
Proceedings of International Conference on Neural Networks (ICNN'97), 1997

1996
A novel algorithm for classification of SPECT images of a human heart.
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 & Scientific Comp., 1994


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