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Kevin W. Bowyer

Papers on DiSC'04


Comparing Pure Parallel Ensemble Creation Techniques Against Bagging

Publications


Note: Links lead to the DBLP on the Web.

Kevin W. Bowyer

Xin Chen , Patrick J. Flynn , Kevin W. Bowyer: PCA-Based Face Recognition in Infrared Imagery: Baseline and Comparative Studies. AMFG 2003 : 127-134

Kyong I. Chang , Kevin W. Bowyer, Patrick J. Flynn : Multi-Modal 2D and 3D Biometrics for Face Recognition. AMFG 2003 : 187-194

Patrick J. Flynn , Kevin W. Bowyer, P. Jonathon Phillips : Assessment of Time Dependency in Face Recognition: An Initial Study. AVBPA 2003 : 44-51

Lawrence O. Hall , Kevin W. Bowyer, Robert E. Banfield , Divya Bhadoria , W. Philip Kegelmeyer , Steven Eschrich : Comparing Pure Parallel Ensemble Creation Techniques Against Bagging. ICDM 2003 : 533-536

Robert E. Banfield , Lawrence O. Hall , Kevin W. Bowyer, W. Philip Kegelmeyer : A New Ensemble Diversity Measure Applied to Thinning Ensembles. Multiple Classifier Systems 2003 : 306-316

Nitesh V. Chawla , Aleksandar Lazarevic , Lawrence O. Hall , Kevin W. Bowyer: SMOTEBoost: Improving Prediction of the Minority Class in Boosting. PKDD 2003 : 107-119

Kyong I. Chang , Kevin W. Bowyer, Sudeep Sarkar , Barnabas Victor : Comparison and Combination of Ear and Face Images in Appearance-Based Biometrics. IEEE Transactions on Pattern Analysis and Machine Intelligence 25 (9): 1160-1165 (2003)

Adam Hoover , Dmitry B. Goldgof , Kevin W. Bowyer: Egomotion estimation of a range camera using the space envelope. IEEE Transactions on Systems, Man, and Cybernetics, Part B 33 (4): 717-721 (2003)

Nitesh V. Chawla , Thomas E. Moore , Lawrence O. Hall , Kevin W. Bowyer, W. Philip Kegelmeyer , Clayton Springer : Distributed learning with bagging-like performance. Pattern Recognition Letters 24 (1-3): 455-471 (2003)

Lawrence O. Hall , Richard Collins , Kevin W. Bowyer, Robert E. Banfield : Error-Based Pruning of Decision Trees Grown on Very Large Data Sets Can Work! ICTAI 2002 : 233-238

Nitesh V. Chawla , Lawrence O. Hall , Kevin W. Bowyer, Thomas E. Moore , W. Philip Kegelmeyer : Distributed Pasting of Small Votes. Multiple Classifier Systems 2002 : 52-61

Nitesh V. Chawla , Kevin W. Bowyer, Lawrence O. Hall , W. Philip Kegelmeyer : SMOTE: Synthetic Minority Over-sampling Technique. Journal of Artificial Intelligence Research 16 : 321-357 (2002)

Nitesh V. Chawla , Thomas E. Moore , Kevin W. Bowyer, Lawrence O. Hall , Clayton Springer , W. Philip Kegelmeyer : Investigation of bagging-like effects and decision trees versus neural nets in protein secondary structure prediction. BIOKDD 2001 : 50-59

Min C. Shin , Dmitry B. Goldgof , Kevin W. Bowyer, S. Nikiforou : Comparison of edge detection algorithms using a structure from motion task. IEEE Transactions on Systems, Man, and Cybernetics, Part b 31 (4): 589-601 (2001)

Kevin W. Bowyer, Louise Stark : Introduction: Undergraduate Education and Computer Vision. IJPRAI 15 (5): 753-755 (2001)

Jaesik Min , Mark W. Powell , Kevin W. Bowyer: Progress in Automated Evaluation of Curved Surface Range Image Segmentation. ICPR 2000 : 1644-1647

Xiaoyi Jiang , Kevin W. Bowyer, Y. Morioka , Shinsaku Hiura , K. Sato , Seiji Inokuchi , M. Bock , C. Guerra , Robert E. Loke , J. M. Hans du Buf : Some Further Results of Experimental Comparison of Range Image Segmentation Algorithms. ICPR 2000 : 4877-4882

Kevin W. Bowyer, Patrick J. Flynn , Rangachar Kasturi : The 20th Anniversary of the IEEE Transactions on Pattern Analysis and Machine Intelligence. IEEE Transactions on Pattern Analysis and Machine Intelligence 22 (1): 1-3 (2000)

Kevin W. Bowyer: New Editor-in-Chief Introduction. IEEE Transactions on Pattern Analysis and Machine Intelligence 22 (12): 1345 (2000)

Kevin W. Bowyer: New Associate Editor Joins Editorial Board. IEEE Transactions on Pattern Analysis and Machine Intelligence 22 (12): 1347 (2000)

Kevin W. Bowyer, Patrick J. Flynn : A 20th Anniversary Survey: Introduction to 'Content-Based Image Retrieval at the End of the Early Years'. IEEE Transactions on Pattern Analysis and Machine Intelligence 22 (12): 1348 (2000)

Kevin W. Bowyer: Editorial. IEEE Transactions on Pattern Analysis and Machine Intelligence 22 (3): 225 (2000)

Kevin W. Bowyer: Editorial. IEEE Transactions on Pattern Analysis and Machine Intelligence 22 (4): 321 (2000)

Kevin W. Bowyer: AE Introduction. IEEE Transactions on Pattern Analysis and Machine Intelligence 22 (6): 553 (2000)

Kyong I. Chang , Kevin W. Bowyer, Munish Sivagurunath : Evaluation of Texture Segmentation Algorithms. CVPR 1999 : 1294-

Kevin W. Bowyer, Christine Kranenburg , Sean Dougherty : Edge Detector Evaluation Using Empirical ROC Curves. CVPR 1999 : 1354-1359

Min C. Shin , Dmitry B. Goldgof , Kevin W. Bowyer: Comparison of Edge Detectors Using an Object Recognition Task. CVPR 1999 : 1360-

Lawrence O. Hall , Nitesh V. Chawla , Kevin W. Bowyer, W. Philip Kegelmeyer : Learning Rules from Distributed Data. Large-Scale Parallel Data Mining 1999 : 211-220

Kevin W. Bowyer: Editorial. IEEE Transactions on Pattern Analysis and Machine Intelligence 21 (1): 1-2 (1999)

Kevin W. Bowyer: Associate Editors Join PAMI. IEEE Transactions on Pattern Analysis and Machine Intelligence 21 (1): 3 (1999)

Kevin W. Bowyer: Editorial. IEEE Transactions on Pattern Analysis and Machine Intelligence 21 (12): 1249 (1999)

Kevin W. Bowyer: New Members of PAMI Editorial Board. IEEE Transactions on Pattern Analysis and Machine Intelligence 21 (2): 97-98 (1999)

P. Jonathon Phillips , Kevin W. Bowyer: Introduction to the Special Section on Empirical Evaluation of Computer Vision Algorithms. IEEE Transactions on Pattern Analysis and Machine Intelligence 21 (4): 289-290 (1999)

Min C. Shin , Dmitry B. Goldgof , Kevin W. Bowyer: An Objective Comparison Methodology of Edge Detection Algorithms Using a Structure from Motion Task. CVPR 1998 : 190-195

Sean Dougherty , Kevin W. Bowyer: A Formal Framework for the Objective Evaluation of Edge Detectors. FLAIRS Conference 1998 : 45-51

Mark W. Powell , Kevin W. Bowyer, Xiaoyi Jiang , Horst Bunke : Comparing Curved-Surface Range Image Segmenters. ICCV 1998 : 286-291

Sean Dougherty , Kevin W. Bowyer, Christine Kranenburg : ROC Curve Evaluation of Edge Detector Performance. ICIP (2) 1998 : 525-529

Jian Wang , Kevin W. Bowyer, Thomas A. Sanocki , Sudeep Sarkar : The Effect of Edge Strength on Object Recognition from Edge Images. ICIP (3) 1998 : 45-49

Kevin W. Bowyer: Experiences with Empirical Evaluation of Computer Vision Algorithms. Theoretical Foundations of Computer Vision 1998 : 3-16

Adam Hoover , Dmitry B. Goldgof , Kevin W. Bowyer: Dynamic-Scale Model Construction From Range Imagery. IEEE Transactions on Pattern Analysis and Machine Intelligence 20 (12): 1352-1357 (1998)

Melanie A. Sutton , Louise Stark , Kevin W. Bowyer: Function from visual analysis and physical interaction: a methodology for recognition of generic classes of objects. Image Vision Comput. 16 (11): 745-763 (1998)

Michael D. Heath , Sudeep Sarkar , Thomas A. Sanocki , Kevin W. Bowyer: Robust Visual Method for Assessing the Relative Performance of Edge-Detection Algorithms. IEEE Transactions on Pattern Analysis and Machine Intelligence 19 (12): 1338-1359 (1997)

Kevin Woods , W. Philip Kegelmeyer , Kevin W. Bowyer: Combination of Multiple Classifiers Using Local Accuracy Estimates. IEEE Transactions on Pattern Analysis and Machine Intelligence 19 (4): 405-410 (1997)

Mike Heath , Sudeep Sarkar , Thomas A. Sanocki , Kevin W. Bowyer: Comparison of Edge Detectors: A Methodology and Initial Study. CVPR 1996 : 143-148

Kevin Woods , Kevin W. Bowyer, W. Philip Kegelmeyer : Combination of Multiple Classifiers Using Local Accuracy Estimates. CVPR 1996 : 391-396

Melanie A. Sutton , Louise Stark , Kevin W. Bowyer: Representing and Reasoning About Object Functionality: Towards an Integrated Approach. Intelligent Robots 1996 : 180-197

Adam Hoover , Gillian Jean-Baptiste , Xiaoyi Jiang , Patrick J. Flynn , Horst Bunke , Dmitry B. Goldgof , Kevin W. Bowyer, David W. Eggert , Andrew W. Fitzgibbon , Robert B. Fisher : An Experimental Comparison of Range Image Segmentation Algorithms. IEEE Transactions on Pattern Analysis and Machine Intelligence 18 (7): 673-689 (1996)

David Eggert , Louise Stark , Kevin W. Bowyer: Aspect Graphs and Their use in Object Recognition. Ann. Math. Artif. Intell. 13 (3-4): 347-375 (1995)

Senthil Kumar , Song Han , Dmitry B. Goldgof , Kevin W. Bowyer: On Recovering Hyperquadrics from Range Data. IEEE Transactions on Pattern Analysis and Machine Intelligence 17 (11): 1079-1083 (1995)

Adam Hoover , Dmitry B. Goldgof , Kevin W. Bowyer: Extracting a Valid Boundary Representation from a Segmented Range Image. IEEE Transactions on Pattern Analysis and Machine Intelligence 17 (9): 920-924 (1995)

Kevin Woods , Diane Cook , Lawrence O. Hall , Kevin W. Bowyer, Louise Stark : Learning Membership Functions in a Function-Based Object Recognition System. JAIR 3 : 187-222 (1995)

Louise Stark , Kevin W. Bowyer: Function-Based Object Recognition. Modelling and Planning for Sensor Based Intelligent Robot Systems 1994 : 272-288

Kevin Woods , Diane Cook , Lawrence O. Hall , Louise Stark , Kevin W. Bowyer: Learning Fuzzy Membership Functions in a Function-Based Object Recognition System. Fuzzy Logic in Artificial Intelligence 1993 : 77-96

David W. Eggert , Kevin W. Bowyer, Charles R. Dyer , Henrik I. Christensen , Dmitry B. Goldgof : The Scale Space Aspect Graph. IEEE Transactions on Pattern Analysis and Machine Intelligence 15 (11): 1114-1130 (1993)

David W. Eggert , Kevin W. Bowyer: Computing the Perspective Projection Aspect Graph of Solids of Revolution. IEEE Transactions on Pattern Analysis and Machine Intelligence 15 (2): 109-128 (1993)

Kevin W. Bowyer, Maha Sallam , David W. Eggert , John Stewman : Computing the Generalized Aspect Graph for Objects with Moving Parts. IEEE Transactions on Pattern Analysis and Machine Intelligence 15 (6): 605-610 (1993)

Louise Stark , Lawrence O. Hall , Kevin W. Bowyer: Methods for Combination of Evidence in Function-Based 3-D Object Recognition. IJPRAI 7 (3): 573-594 (1993)

Louise Stark , Kevin W. Bowyer: Achieving Generalized Object Recognition through Reasoning about Association of Function to Structure. IEEE Transactions on Pattern Analysis and Machine Intelligence 13 (10): 1097-1104 (1991)

Louise Stark , Kevin W. Bowyer: An Aspect Graph-based Control Strategy for 3-D Object Recognition. IEA/AIE (Vol. 2) 1988 : 697-703

John Stewman , Louise Stark , Kevin W. Bowyer: Restructuring Aspect Graphs into Aspect- and Cell-Equivalence Classes for Use in Computer Vision. WG 1987 : 230-241

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