Gürsel Serpen

65 papers B 5C 3Misc 4Journal 36Unranked 17

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Building an intrusion detection system on UNSW-NB15: Reducing the margin of error to deal with data overlap and imbalance. Concurr. Comput. Pract. Exp. Zeinab Zoghi, Gürsel Serpen
2024	J	`jnl`	UNSW-NB15 computer security dataset: Analysis through visualization. Secur. Priv. Zeinab Zoghi, Gürsel Serpen
2022	J	`jnl`	Ensemble Classifier Design Tuned to Dataset Characteristics for Network Intrusion Detection. CoRR Zeinab Zoghi, Gürsel Serpen
2021	J	`jnl`	UNSW-NB15 Computer Security Dataset: Analysis through Visualization. CoRR Zeinab Zoghi, Gürsel Serpen
2020	J	`jnl`	Evaluation of biometric user authentication using an ensemble classifier with face and voice recognition. CoRR Firas Abbaas, Gürsel Serpen
2020	J	`jnl`	Intrusion Detection and identification System Design and Performance Evaluation for Industrial SCADA Networks. CoRR Ahsan Al Zaki Khan, Gürsel Serpen
2020	J	`jnl`	Reduced Complexity Simulation of Wireless Sensor Networks for Application Development. CoRR Gürsel Serpen, Zhenning Gao
2019	J	`jnl`	Design and performance evaluation of a parking management system for automated, multi-story and robotic parking structure. Int. J. Intell. Comput. Cybern. Gürsel Serpen, Jayanta K. Debnath
2019	J	`jnl`	Host-based anomaly detection using Eigentraces feature extraction and one-class classification on system call trace data. CoRR Ehsan Aghaei, Gürsel Serpen
2018	J	`jnl`	Host-based misuse intrusion detection using PCA feature extraction and kNN classification algorithms. Intell. Data Anal. Gürsel Serpen, Ehsan Aghaei
2017	J	`jnl`	Ensemble classifier for misuse detection using N-gram feature vectors through operating system call traces. Int. J. Hybrid Intell. Syst. Ehsan Aghaei, Gürsel Serpen
2016	J	`jnl`	Adaptive and intelligent wireless sensor networks through neural networks: an illustration for infrastructure adaptation through Hopfield network. Appl. Intell. Jiakai Li, Gürsel Serpen
2016	J	`jnl`	Parallel and distributed neurocomputing with wireless sensor networks. Neurocomputing Gürsel Serpen, Linqian Liu
2015	J	`jnl`	Automated robotic parking systems: real-time, concurrent and multi-robot path planning in dynamic environments. Appl. Intell. Gürsel Serpen, Chao Dou
2015	—	`conf`	Real-Time Optimal Scheduling of a Group of Elevators in a Multi-Story Robotic Fully-Automated Parking Structure. Complex Adaptive Systems Jayanta K. Debnath, Gürsel Serpen
2015	—	`conf`	Transformation based Score Fusion Algorithm for Multi-modal Biometric User Authentication through Ensemble Classification. Complex Adaptive Systems Firas S. Assaad, Gürsel Serpen
2014	—	`conf`	Complexity Analysis of Multilayer Perceptron Neural Network Embedded into a Wireless Sensor Network. Complex Adaptive Systems Gürsel Serpen, Zhenning Gao
2014	—	`conf`	Empirical Model Development for Message Delay and Drop in Wireless Sensor Networks. Complex Adaptive Systems Gürsel Serpen, Zhenning Gao
2014	—	`conf`	Part VI: Cyber Physical Systems Preface. Complex Adaptive Systems Gürsel Serpen
2013	—	`conf`	AI-WSN: Adaptive and Intelligent Wireless Sensor Network. Complex Adaptive Systems Gürsel Serpen, Jiakai Li, Linqian Liu
2013	J	`jnl`	Performance of global-local hybrid ensemble versus boosting and bagging ensembles. Int. J. Mach. Learn. Cybern. Dustin Baumgartner, Gürsel Serpen
2013	B	`conf`	WSN-ANN: Parallel and distributed neurocomputing with wireless sensor networks. IJCNN Gürsel Serpen, Jiakai Li, Linqian Liu, Zhenning Gao
2012	J	`jnl`	A design heuristic for hybrid classification ensembles in machine learning. Intell. Data Anal. Dustin Baumgartner, Gürsel Serpen
2012	—	`conf`	Assessing Time Complexity of Applications for TinyOS-Mica Wireless Sensor Networks in TOSSIM Emulator. Complex Adaptive Systems Gürsel Serpen, Jiakai Li
2012	J	`jnl`	Composition of Optimal Service Workflows with Quality-of-Service Enabled Multi-Criteria Uniform Cost Search Algorithm. Int. J. Syst. Serv. Oriented Eng. Jaina Sangtani, Gürsel Serpen
2012	J	`jnl`	Hybrid random subsample classifier ensemble for high dimensional data sets. Int. J. Hybrid Intell. Syst. Santhosh Pathical, Gürsel Serpen
2012	—	`conf`	Preface to Part V Distributed Networks. Complex Adaptive Systems Gürsel Serpen
2012	—	`conf`	Simulating Heterogeneous and Larger-Scale Wireless Sensor Networks with TOSSIM TinyOS Emulator. Complex Adaptive Systems Jiakai Li, Gürsel Serpen
2011	J	`jnl`	Comparative performance evaluation of global-local hybrid ensemble. Int. J. Hybrid Intell. Syst. Dustin Baumgartner, Gürsel Serpen
2011	—	`conf`	Parallel and distributed computations of maximum independent set by a Hopfield neural net embedded into a wireless sensor network. Complex Adaptive Systems Gürsel Serpen, Jiakai Li
2011	—	`conf`	TOSSIM simulation of wireless sensor network serving as hardware platform for Hopfield neural net configured for max independent set. Complex Adaptive Systems Jiakai Li, Gürsel Serpen
2011	—	`conf`	nesC-TinyOS model for parallel and distributed computation of max independent set by Hopfield network on wireless sensor network. Complex Adaptive Systems Jiakai Li, Gürsel Serpen
2010	B	`conf`	Automated Composition of Web Service Workflow - A Novel QoS-Enabled Multi-criteria Cost Search Algorithm. ENASE Jaina Sangtani, Gürsel Serpen
2010	Misc	`conf`	Comparison of subsampling techniques for random subspace ensembles. ICMLC Santhosh Pathical, Gürsel Serpen
2010	C	`conf`	Hybridization of Base Classifiers of Random Subsample Ensembles for Enhanced Performance in High Dimensional Feature Spaces. ICMLA Santhosh Pathical, Gürsel Serpen
2010	J	`jnl`	Knowledge Discovery for Query Formulation for Validation of a Bayesian Belief Network. J. Intell. Learn. Syst. Appl. Gürsel Serpen, Michael Riesen
2009	Misc	`conf`	A Bayesian Belief Network Classifier for Predicting Victimization in National Crime Victimization Survey. IC-AI Michael Riesen, Gürsel Serpen
2009	C	`conf`	Classification in High-Dimensional Feature Spaces: Random Subsample Ensemble. ICMLA Gürsel Serpen, Santhosh Pathical
2009	Misc	`conf`	High-Fidelity FEA Simulation through Linking with Experiment Data: A Neural Network Methodology. IC-AI Gürsel Serpen
2009	—	`conf`	Large Experiment and Evaluation Tool for WEKA Classifiers. DMIN Dustin Baumgartner, Gürsel Serpen
2008	J	`jnl`	A knowledge-based artificial neural network classifier for pulmonary embolism diagnosis. Comput. Biol. Medicine Gürsel Serpen, D. K. Tekkedil, M. Orra
2008	J	`jnl`	Hopfield Network as Static Optimizer: Learning the Weights and Eliminating the Guesswork. Neural Process. Lett. Gürsel Serpen
2008	J	`jnl`	Validation of a bayesian belief network representation for posterior probability calculations on national crime victimization survey. Artif. Intell. Law Michael Riesen, Gürsel Serpen
2006	J	`jnl`	Measuring similarity in feature space of knowledge entailed by two separate rule sets. Knowl. Based Syst. Gürsel Serpen, Maheshkumar Sabhnani
2006	Misc	`conf`	NeuroWizard: A Software Tool for Empirical Modeling of Nonlinear Processes in Engineering Design Optimization. IC-AI Gürsel Serpen
2005	B	`conf`	Empirical approximation for Lyapunov functions with artificial neural nets. IJCNN Gürsel Serpen
2004	B	`conf`	Computational promise of simultaneous recurrent network with a stochastic search mechanism. IJCNN Jeff Geib, Gürsel Serpen
2004	J	`jnl`	Managing spatio-temporal complexity in Hopfield neural network simulations for large-scale static optimization. Math. Comput. Simul. Gürsel Serpen
2004	J	`jnl`	Why machine learning algorithms fail in misuse detection on KDD intrusion detection data set. Intell. Data Anal. Maheshkumar Sabhnani, Gürsel Serpen
2003	C	`conf`	Adaptive Hopfield Network. ICANN Gürsel Serpen
2003	—	`conf`	Application of Machine Learning Algorithms to KDD Intrusion Detection Dataset within Misuse Detection Context. MLMTA Maheshkumar Sabhnani, Gürsel Serpen
2003	J	`jnl`	Automated lung outline reconstruction in ventilation-perfusion scans using principal component analysis techniques. Comput. Biol. Medicine Gürsel Serpen, R. Iyer, H. M. Elsamaloty, E. I. Parsai
2003	—	`conf`	Formulation of a Heuristic Rule for Misuse and Anomaly Detection for U2R Attacks in Solaris Operating System Environment. Security and Management Maheshkumar Sabhnani, Gürsel Serpen
2003	—	`conf`	KDD Feature Set Complaint Heuristic Rules for R2L Attack Detection. Security and Management Maheshkumar Sabhnani, Gürsel Serpen
2003	J	`jnl`	Simultaneous recurrent neural network trained with non-recurrent backpropagation algorithm for static optimisation. Neural Comput. Appl. Gürsel Serpen, Yifeng Xu
2003	J	`jnl`	Weight Initialization for Simultaneous Recurrent Neural Network Trained with a Fixed point Learning Algorithm. Neural Process. Lett. Gürsel Serpen, Yifeng Xu
2002	J	`jnl`	Passphrase Authentication Based on Typing Style Through an Art 2 Neural Network. Int. J. Comput. Intell. Appl. Jason Bechtel, Gürsel Serpen, Marcus Brown
2002	J	`jnl`	Training Simultaneous Recurrent Neural Network with Resilient Propagation for Static Optimization. Int. J. Neural Syst. Gürsel Serpen, Joel Corra
2001	J	`jnl`	The Simultaneous Recurrent Neural Network for Addressing the Scaling Problem in Static Optimization. Int. J. Neural Syst. Gürsel Serpen, Amol Patwardhan, Jeff Geib
2000	J	`jnl`	Determination of weights for relaxation recurrent neural networks. Neurocomputing Gürsel Serpen, David L. Livingston
1999	J	`jnl`	Necessary Conditions for Stability of Solutions in Recurrent Neural Networks. Neural Parallel Sci. Comput. Gürsel Serpen
1997	—	`conf`	Determination of parameters in relaxation-search neural networks for optimization problems. ICNN Gürsel Serpen, David L. Livingston, Azadeh Parvin
1997	J	`jnl`	On the performance of Hopfield network for graph search problem. Neurocomputing Gürsel Serpen, Azadeh Parvin
1996	B	`conf`	A novel algorithm for classification of SPECT images of a human heart. CBMS Krzysztof J. Cios, Lucy S. Goodenday, Kanu K. Shah, Gürsel Serpen
1994	J	`jnl`	Analysis of the relationship between weight parameters and stability of solutions in Hopfield networks form dynamic systems viewpoint. Neural Parallel Sci. Comput. Gürsel Serpen, David L. Livingston