Serpen, Gursel - Department of Electrical Engineering and Computer Science, University of Toledo

• NeuroWizard: A Software Tool for Empirical Modeling of Nonlinear Processes
• ANALYSIS OF THE RELATIONSHIP BETWEEN WEIGHT PARAMETERS AND STABILITY OF SOLUTIONS
• Gursel Serpen David L. Livingston
• SIMULTANEOUS RECURRENT NEURAL NETWORK TRAINED WITH NON-RECURRENT BACKPROPAGATION ALGORITHM
• An Exploratory Study for Neural Network Forecasting of Retail Sales Trends Using Industry and National Economic Indicators
• STABILITY OF SIMULTANEOUS RECURRENT NEURAL NETWORK DYNAMICS FOR STATIC OPTIMIZATION
• Neural Information Processing Letters and Reviews Vol. 2, No. 2, February, 2004 Theoretical Exploration on Local Stability of Simultaneous Recurrent
• KDD Feature Set Complaint Heuristic Rules for R2L Attack Detection Maheshkumar Sabhnani
• Enhancing Computational Promise of Neural Optimization for Graph-Theoretic Problems in Real-Time Environments
• Classification in High-Dimensional Feature Spaces: Random Subsample Ensemble
• UNCORRECTEDPROOF Mathematics and Computers in Simulation xxx (2003) xxxxxx
• pp: 1-24 (col.fig.: Nil) PROD. TYPE: COM
• BAYESIAN BELIEF NETWORKS AS A DIAGNOSTIC TOOL FOR PULMONARY EMBOLISM
• ON THE PERFORMANCE OF HOPFIELD NETWORK FOR GRAPH SEARCH PROBLEM
• Computational Promise of Simultaneous Recurrent Network with A Stochastic Search Mechanism
• DETERMINATION OF PARAMETERS IN
• Abstract--This paper presents the development of a Bayesian belief network classifier for prediction of graft status and survival
• NECESSARY CONDITIONS FOR STABILITY OF SOLUTIONS IN RECURRENT NEURAL NETWORKS
• A Heuristic and Its Mathematical Analogue within Artificial Neural Network Adaptation Context
• COMPARISON OF SUBSAMPLING TECHNIQUES FOR RANDOM SUBSPACE ENSEMBLES
• SIMULTANEOUS RECURRENT NEURAL NETWORKS FOR STATIC OPTIMIZATION
• PROD. TYPE: COM PP:1-17 (col.fig.: nil) CBM856 MODE+
• uncorrectedproof Neural Process Lett
• Measuring similarity in feature space of knowledge entailed by two separate rule sets
• Weight Initialization for Simultaneous Recurrent Neural Network Trained with a Fixed-point
• July 26, 2002 16:31 WSPC/157-IJCIA 00052 International Journal of Computational Intelligence and Applications
• Page 1 of 27 THE SIMULTANEOUS RECURRENT NEURAL NETWORK
• A Bayesian Belief Network Classifier for Predicting Victimization in National Crime Victimization Survey
• ADAPTATION IN WEIGHT SPACE THROUGH GRADIENT DESCENT FOR HOPFIELD NET AS STATIC OPTIMIZER: IS IT FEASIBLE?
• Application of Machine Learning Algorithms to KDD Intrusion Detection Dataset within Misuse Detection Context
• NEURAL PCA NETWORK FOR LUNG OUTLINE RECONSTRUCTION IN VQ SCAN IMAGES
• FUZZY INFERENCE SYSTEM FOR PIOPED-COMPLIANT DIAGNOSIS OF PULMONARY EMBOLISM
• PERFORMANCE ANALYSIS OF PROBABILISTIC POTENTIAL FUNCTION
• PERFORMANCE ANALYSIS PROBABILISTIC
• DETERMINATION OF PARAMETERS IN RELAXATION-SEARCH NEURAL NETWORKS
• PROBABILISTIC POTENTIAL FUNCTION NEURAL NETWORK CLASSIFIER Gursel Serpen , Lloyd G. Allred and Krzysztof J. Cios
• PROBABILISTIC POTENTIAL FUNCTION
• High-Fidelity FEA Simulation through Linking with Experiment Data: A Neural Network Methodology
• Large Experiment and Evaluation Tool for WEKA Classifiers D. Baumgartner and G. Serpen
• Search for A Lyapunov Function through Empirical Approximation by Artificial Neural Nets: Theoretical Framework
• Adaptive Hopfield Network Grsel Serpen, PhD
• Formulation of a Heuristic Rule for Misuse and Anomaly Detection for U2R Attacks in SolarisTM
• Fast Preliminary Evaluation of New Machine Learning Algorithms for Feasibility Dustin Baumgartner
• DETERMINATION OF WEIGHTS FOR RELAXATION RECURRENT NEURAL NETWORKS
• Recurrent Neural Networks for Structural Optimization Azadeh Parvin and Gursel Serpen
• HIGHER ORDER NEURAL NETS FOR TASK PLANNING IN DECOMPOSED STATE SPACES
• Corresponding author: phone (419) 530-8158, fax: (419) 530-8146, and e-mail: gserpen@eng.utoledo.edu TRAINING SIMULTANEOUS RECURRENT NEURAL NETWORK WITH
• Abstract--This paper presents the development of a Bayesian belief network classifier for prediction of graft status and survival
• AUTOMATED COMPOSITION OF WEB SERVICE WORKFLOW A Novel QoS-Enabled Multi-Criteria Cost Search Algorithm