Christian W. Omlin

List of publications from the DBLP Bibliography Server - FAQ
Coauthor Index - Ask others: ACM DL/Guide - CiteSeer - CSB - Google - MSN - Yahoo

25 Rohitash Chandra, Christian W. Omlin: Hybrid Evolutionary One-Step Gradient Descent for Training Recurrent Neural Networks. GEM 2008: 305-311
24 Rohitash Chandra, Christian W. Omlin: A Hybrid Recurrent Neural Networks Architecture Inspired by Hidden Markov Models: Training and Extraction of Deterministic Finite Automaton. Artificial Intelligence and Pattern Recognition 2007: 278-285
23 Rohitash Chandra, Christian W. Omlin: The Comparison and Combination of Genetic and Gradient Descent Learning in Recurrent Neural Networks: An Application to Speech Phoneme Classification. Artificial Intelligence and Pattern Recognition 2007: 286-293
22 Rohitash Chandra, Christian W. Omlin: Knowledge Discovery using Artificial Neural Networks for a Conservation Biology Domain. DMIN 2007: 221-227
21 Rohitash Chandra, Christian W. Omlin: Hybrid Recurrent Neural Networks: An Application to Phoneme Classification. GEM 2007: 57-62
20 Rohitash Chandra, Christian W. Omlin: Training and extraction of fuzzy finite state automata in recurrent neural networks. Computational Intelligence 2006: 274-279
19EEJacob Whitehill, Christian W. Omlin: Local versus Global Segmentation for Facial Expression Recognition. FG 2006: 357-362
18EEJacob Whitehill, Christian W. Omlin: Haar Features for FACS AU Recognition. FG 2006: 97-101
17EEOkuthe P. Kogeda, Johnson I. Agbinya, Christian W. Omlin: A Probabilistic Approach To Faults Prediction in Cellular Networks. ICN/ICONS/MCL 2006: 130
16EEOkuthe P. Kogeda, Johnson I. Agbinya, Christian W. Omlin: Impacts and Cost of Faults on Services in Cellular Networks. ICMB 2005: 551-555
15EEA. Vahed, Christian W. Omlin: A Machine Learning Method for Extracting Symbolic Knowledge from Recurrent Neural Networks. Neural Computation 16(1): 59-71 (2004)
14EEChristian W. Omlin, Sean Snyders: Inductive bias strength in knowledge-based neural networks: application to magnetic resonance spectroscopy of breast tissues. Artificial Intelligence in Medicine 28(2): 121-140 (2003)
13EEDane Walsh, Christian W. Omlin: Automatic Detection of Film Orientation with Support Vector Machines. IEA/AIE 2002: 36-46
12EESean Snyders, Christian W. Omlin: Inductive Bias in Recurrent Neural Networks. IWANN (1) 2001: 339-346
11EEJacobus van Zyl, Christian W. Omlin: Knowledge-Based Neural Networks for Modelling Time Series. IWANN (2) 2001: 579-586
10EEAndries Kruger, C. Lee Giles, Frans Coetzee, Eric J. Glover, Gary William Flake, Steve Lawrence, Christian W. Omlin: DEADLINER: Building a New Niche Search Engine. CIKM 2000: 272-281
9EET. Wessels, Christian W. Omlin: Refining Hidden Markov Models with Recurrent Neural Networks. IJCNN (2) 2000: 271-278
8EESean Snyders, Christian W. Omlin: What Inductive Bias Gives Good Neural Network Training Performance? IJCNN (3) 2000: 445-450
7EET. Wessels, Christian W. Omlin: A Hybrid System for Signature Verification. IJCNN (5) 2000: 509-514
6 Christian W. Omlin, C. Lee Giles, Karvel K. Thornber: Fuzzy Knowledge and Recurrent Neural Networks: A Dynamical Systems Perspective. Hybrid Neural Systems 1998: 123-143
5EEChristian W. Omlin, C. Lee Giles: Rule Revision With Recurrent Neural Networks. IEEE Trans. Knowl. Data Eng. 8(1): 183-188 (1996)
4EEChristian W. Omlin, C. Lee Giles: Constructing Deterministic Finite-State Automata in Recurrent Neural Networks. J. ACM 43(6): 937-972 (1996)
3 Christian W. Omlin, C. Lee Giles: Stable encoding of large finite-state automata in recurrent neural networks with sigmoid discriminants. Neural Computation 8(4): 675-696 (1996)
2EEChristian W. Omlin, C. Lee Giles: Extraction of rules from discrete-time recurrent neural networks. Neural Networks 9(1): 41-52 (1996)
1 Christian W. Omlin, C. Lee Giles: Training Second-Order Recurrent Neural Networks using Hints. ML 1992: 361-366

Coauthor Index

1Johnson I. Agbinya [16] [17]
2Rohitash Chandra [20] [21] [22] [23] [24] [25]
3Frans Coetzee [10]
4Gary William Flake [10]
5C. Lee Giles (Clyde Lee Giles) [1] [2] [3] [4] [5] [6] [10]
6Eric J. Glover [10]
7Okuthe P. Kogeda [16] [17]
8Andries Kruger [10]
9Steve Lawrence [10]
10Sean Snyders [8] [12] [14]
11Karvel K. Thornber [6]
12A. Vahed [15]
13Dane Walsh [13]
14T. Wessels [7] [9]
15Jacob Whitehill [18] [19]
16Jacobus van Zyl [11]

Colors in the list of coauthors

Copyright © Sun May 17 03:24:02 2009 by Michael Ley (ley@uni-trier.de)