default search action
Gürsel Serpen
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2024
- [j30]Zeinab Zoghi
, Gürsel Serpen:
Building an intrusion detection system on UNSW-NB15: Reducing the margin of error to deal with data overlap and imbalance. Concurr. Comput. Pract. Exp. 36(25) (2024) - [j29]Zeinab Zoghi
UNSW-NB15 computer security dataset: Analysis through visualization. Secur. Priv. 7(1) (2024) - 2022
- [i6]Zeinab Zoghi, Gürsel Serpen:
Ensemble Classifier Design Tuned to Dataset Characteristics for Network Intrusion Detection. CoRR abs/2205.06177 (2022) - 2021
- [i5]Zeinab Zoghi, Gürsel Serpen:
UNSW-NB15 Computer Security Dataset: Analysis through Visualization. CoRR abs/2101.05067 (2021) - 2020
- [i4]Firas Abbaas, Gürsel Serpen:
Evaluation of biometric user authentication using an ensemble classifier with face and voice recognition. CoRR abs/2006.00548 (2020) - [i3]Ahsan Al Zaki Khan, Gürsel Serpen:
Intrusion Detection and identification System Design and Performance Evaluation for Industrial SCADA Networks. CoRR abs/2012.09707 (2020) - [i2]Gürsel Serpen, Zhenning Gao:
Reduced Complexity Simulation of Wireless Sensor Networks for Application Development. CoRR abs/2012.12182 (2020)
2010 – 2019
- 2019
- [j28]Gürsel Serpen
Design and performance evaluation of a parking management system for automated, multi-story and robotic parking structure. Int. J. Intell. Comput. Cybern. 12(4): 444-465 (2019) - [i1]Ehsan Aghaei, Gürsel Serpen:
Host-based anomaly detection using Eigentraces feature extraction and one-class classification on system call trace data. CoRR abs/1911.11284 (2019) - 2018
- [j27]Gürsel Serpen
Host-based misuse intrusion detection using PCA feature extraction and kNN classification algorithms. Intell. Data Anal. 22(5): 1101-1114 (2018) - 2017
- [j26]Ehsan Aghaei, Gürsel Serpen:
Ensemble classifier for misuse detection using N-gram feature vectors through operating system call traces. Int. J. Hybrid Intell. Syst. 14(3): 141-154 (2017) - 2016
- [j25]Jiakai Li, Gürsel Serpen
Adaptive and intelligent wireless sensor networks through neural networks: an illustration for infrastructure adaptation through Hopfield network. Appl. Intell. 45(2): 343-362 (2016) - [j24]Gürsel Serpen
Parallel and distributed neurocomputing with wireless sensor networks. Neurocomputing 173: 1169-1182 (2016) - 2015
- [j23]Gürsel Serpen
Automated robotic parking systems: real-time, concurrent and multi-robot path planning in dynamic environments. Appl. Intell. 42(2): 231-251 (2015) - [c27]Firas S. Assaad, Gürsel Serpen
Transformation based Score Fusion Algorithm for Multi-modal Biometric User Authentication through Ensemble Classification. Complex Adaptive Systems 2015: 410-415 - [c26]Jayanta K. Debnath, Gürsel Serpen
Real-Time Optimal Scheduling of a Group of Elevators in a Multi-Story Robotic Fully-Automated Parking Structure. Complex Adaptive Systems 2015: 507-514 - 2014
- [c25]Gürsel Serpen
Complexity Analysis of Multilayer Perceptron Neural Network Embedded into a Wireless Sensor Network. Complex Adaptive Systems 2014: 192-197 - [c24]Gürsel Serpen
Part VI: Cyber Physical Systems Preface. Complex Adaptive Systems 2014: 343-344 - [c23]Gürsel Serpen
Empirical Model Development for Message Delay and Drop in Wireless Sensor Networks. Complex Adaptive Systems 2014: 353-358 - 2013
- [j22]Dustin Baumgartner, Gürsel Serpen
Performance of global-local hybrid ensemble versus boosting and bagging ensembles. Int. J. Mach. Learn. Cybern. 4(4): 301-317 (2013) - [c22]Gürsel Serpen
AI-WSN: Adaptive and Intelligent Wireless Sensor Network. Complex Adaptive Systems 2013: 406-413 - [c21]Gürsel Serpen
WSN-ANN: Parallel and distributed neurocomputing with wireless sensor networks. IJCNN 2013: 1-8 - 2012
- [j21]Dustin Baumgartner, Gürsel Serpen
A design heuristic for hybrid classification ensembles in machine learning. Intell. Data Anal. 16(2): 233-246 (2012) - [j20]Santhosh Pathical, Gürsel Serpen:
Hybrid random subsample classifier ensemble for high dimensional data sets. Int. J. Hybrid Intell. Syst. 9(2): 91-103 (2012) - [j19]Jaina Sangtani, Gürsel Serpen:
Composition of Optimal Service Workflows with Quality-of-Service Enabled Multi-Criteria Uniform Cost Search Algorithm. Int. J. Syst. Serv. Oriented Eng. 3(3): 1-25 (2012) - [c20]Gürsel Serpen
Preface to Part V Distributed Networks. Complex Adaptive Systems 2012: 373 - [c19]Jiakai Li, Gürsel Serpen
Simulating Heterogeneous and Larger-Scale Wireless Sensor Networks with TOSSIM TinyOS Emulator. Complex Adaptive Systems 2012: 374-379 - [c18]Gürsel Serpen
Assessing Time Complexity of Applications for TinyOS-Mica Wireless Sensor Networks in TOSSIM Emulator. Complex Adaptive Systems 2012: 380-385 - 2011
- [j18]Dustin Baumgartner, Gürsel Serpen:
Comparative performance evaluation of global-local hybrid ensemble. Int. J. Hybrid Intell. Syst. 8(2): 59-70 (2011) - [c17]Gürsel Serpen
Parallel and distributed computations of maximum independent set by a Hopfield neural net embedded into a wireless sensor network. Complex Adaptive Systems 2011: 390-395 - [c16]Jiakai Li, Gürsel Serpen
nesC-TinyOS model for parallel and distributed computation of max independent set by Hopfield network on wireless sensor network. Complex Adaptive Systems 2011: 396-401 - [c15]Jiakai Li, Gürsel Serpen
TOSSIM simulation of wireless sensor network serving as hardware platform for Hopfield neural net configured for max independent set. Complex Adaptive Systems 2011: 408-412 - 2010
- [j17]Gürsel Serpen, Michael Riesen:
Knowledge Discovery for Query Formulation for Validation of a Bayesian Belief Network. J. Intell. Learn. Syst. Appl. 2(3): 156-166 (2010) - [c14]Jaina Sangtani, Gürsel Serpen:
Automated Composition of Web Service Workflow - A Novel QoS-Enabled Multi-criteria Cost Search Algorithm. ENASE 2010: 122-131 - [c13]Santhosh Pathical, Gürsel Serpen
Hybridization of Base Classifiers of Random Subsample Ensembles for Enhanced Performance in High Dimensional Feature Spaces. ICMLA 2010: 776-781 - [c12]Santhosh Pathical, Gürsel Serpen
Comparison of subsampling techniques for random subspace ensembles. ICMLC 2010: 380-385
2000 – 2009
- 2009
- [c11]Dustin Baumgartner, Gürsel Serpen:
Large Experiment and Evaluation Tool for WEKA Classifiers. DMIN 2009: 340-346 - [c10]Gürsel Serpen:
High-Fidelity FEA Simulation through Linking with Experiment Data: A Neural Network Methodology. IC-AI 2009: 65-68 - [c9]Michael Riesen, Gürsel Serpen:
A Bayesian Belief Network Classifier for Predicting Victimization in National Crime Victimization Survey. IC-AI 2009: 648-652 - [c8]Gürsel Serpen
Classification in High-Dimensional Feature Spaces: Random Subsample Ensemble. ICMLA 2009: 740-745 - 2008
- [j16]Michael Riesen, Gürsel Serpen
Validation of a bayesian belief network representation for posterior probability calculations on national crime victimization survey. Artif. Intell. Law 16(3): 245-276 (2008) - [j15]Gürsel Serpen
A knowledge-based artificial neural network classifier for pulmonary embolism diagnosis. Comput. Biol. Medicine 38(2): 204-220 (2008) - [j14]Gürsel Serpen
Hopfield Network as Static Optimizer: Learning the Weights and Eliminating the Guesswork. Neural Process. Lett. 27(1): 1-15 (2008) - 2006
- [j13]Gürsel Serpen
Measuring similarity in feature space of knowledge entailed by two separate rule sets. Knowl. Based Syst. 19(1): 67-76 (2006) - [c7]Gürsel Serpen:
NeuroWizard: A Software Tool for Empirical Modeling of Nonlinear Processes in Engineering Design Optimization. IC-AI 2006: 396-402 - 2004
- [j12]Maheshkumar Sabhnani, Gürsel Serpen:
Why machine learning algorithms fail in misuse detection on KDD intrusion detection data set. Intell. Data Anal. 8(4): 403-415 (2004) - [j11]Gürsel Serpen
Managing spatio-temporal complexity in Hopfield neural network simulations for large-scale static optimization. Math. Comput. Simul. 64(2): 279-293 (2004) - 2003
- [j10]Gürsel Serpen
Automated lung outline reconstruction in ventilation-perfusion scans using principal component analysis techniques. Comput. Biol. Medicine 33(2): 119-142 (2003) - [j9]Gürsel Serpen
Simultaneous recurrent neural network trained with non-recurrent backpropagation algorithm for static optimisation. Neural Comput. Appl. 12(1): 1-9 (2003) - [j8]Gürsel Serpen
Weight Initialization for Simultaneous Recurrent Neural Network Trained with a Fixed point Learning Algorithm. Neural Process. Lett. 17(1): 33-41 (2003) - [c6]Maheshkumar Sabhnani, Gürsel Serpen:
KDD Feature Set Complaint Heuristic Rules for R2L Attack Detection. Security and Management 2003: 310-316 - [c5]Maheshkumar Sabhnani, Gürsel Serpen:
Formulation of a Heuristic Rule for Misuse and Anomaly Detection for U2R Attacks in Solaris Operating System Environment. Security and Management 2003: 390-396 - [c4]Gürsel Serpen:
Adaptive Hopfield Network. ICANN 2003: 3-10 - [c3]Maheshkumar Sabhnani, Gürsel Serpen:
Application of Machine Learning Algorithms to KDD Intrusion Detection Dataset within Misuse Detection Context. MLMTA 2003: 209-215 - 2002
- [j7]Jason Bechtel, Gürsel Serpen, Marcus Brown:
Passphrase Authentication Based on Typing Style Through an Art 2 Neural Network. Int. J. Comput. Intell. Appl. 2(2): 131-152 (2002) - [j6]Gürsel Serpen
Training Simultaneous Recurrent Neural Network with Resilient Propagation for Static Optimization. Int. J. Neural Syst. 12(3-4): 203-218 (2002) - 2001
- [j5]Gürsel Serpen
The Simultaneous Recurrent Neural Network for Addressing the Scaling Problem in Static Optimization. Int. J. Neural Syst. 11(5): 477-487 (2001) - 2000
- [j4]Gürsel Serpen
Determination of weights for relaxation recurrent neural networks. Neurocomputing 34(1-4): 145-168 (2000)
1990 – 1999
- 1999
- [j3]Gürsel Serpen:
Necessary Conditions for Stability of Solutions in Recurrent Neural Networks. Neural Parallel Sci. Comput. 7(1): 55-66 (1999) - 1997
- [j2]Gürsel Serpen
On the performance of Hopfield network for graph search problem. Neurocomputing 14(4): 365-381 (1997) - [c2]Gürsel Serpen
Determination of parameters in relaxation-search neural networks for optimization problems. ICNN 1997: 1256-1259 - 1996
- [c1]Krzysztof J. Cios, Lucy S. Goodenday, Kanu K. Shah, Gürsel Serpen:
A novel algorithm for classification of SPECT images of a human heart. CBMS 1996: 1-5 - 1994
- [j1]Gürsel Serpen, David L. Livingston:
Analysis of the relationship between weight parameters and stability of solutions in Hopfield networks form dynamic systems viewpoint. Neural Parallel Sci. Comput. 2(3): 361-372 (1994)
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from ,
, and
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and
to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from .
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-12-10 20:48 CET by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by: