*Girard, A.L.*,

**Parameter estimation and learning/classification threshold optimization
applied to maxentropic adaptive pattern recognition**,

*PR(3)*, No. 3, October 1971, pp. 235-241.

WWW Link.
**0309**

BibRef

*Lakshminarasimhan, A.L.*, and
*Dasarathy, B.V.*,

**Multi-State Choice Automata Model for
Expedient Learning in Random Environment**,

*IS(9)*, October 1975, pp. 91-98.
BibRef
**7510**

*Dasarathy, B.V.*, and
*Lakshminarasimhan, A.L.*,

**Sequential Learning Employing Unfamiliar Teacher Hypotheses (SLEUTH) with
Concurrent Estimation of Both the Parameters and Teacher Characteristics**,

*CIS(5)*, March 1976, No. 1, pp. 1-7.
BibRef
**7603**

*Dasarathy, B.V.*,

**DHARMA: Discriminant Hyperplane Abstracting Residuals Minimization
Algorithm for Separating Clusters with Fuzzy Boundaries**,

*PIEEE(64)*, No. 5, May 1976, pp. 823-824.
BibRef
**7605**

*Dasarathy, B.V.*,

**SMART: Similarity Measure Anchored Ranking
Technique for the Analysis of Multidimensional Data Arrays**,

*SMC(6)*, October 1976, pp. 708-711.
BibRef
**7610**

*Dasarathy, B.V.*,

**HINDU: Histogram Inspired Neighborhood
Discerning Unsupervised Pattern Recognition System**,

*MPRSD76*(xx).
BibRef
**7600**

*Dasarathy, B.V.*,

**An Incisive Neighborhood Discerning Iteratively
Aggregating Nomenclator (INDIAN) System for Pattern Recognition in
Unsupervised Environments**,

*MPRSD75*(xx).
BibRef
**7500**

*Gaillat, G.[Gerard]*,

**A simple learning decision algorithm for character recognition and
pattern classification**,

*PR(10)*, No. 2, 1978, pp. 99-104.

WWW Link.
**0309**

BibRef

*Pau, L.F.*,

**Game Theoretical Pattern Recognition: Applications to Imprefect
Noncooperative Learning and to Multiclass Classification**,

*PAMI(6)*, No. 1, January 1984, pp. 118-123.
BibRef
**8401**

*Pudil, P.*,
*Novovicova, J.*,
*Kittler, J.V.*,

**Simultaneous Learning of Decision Rules and Important
Attributes for Classification Problems in Image-Analysis**,

*IVC(12)*, No. 3, April 1994, pp. 193-198.

WWW Link.
BibRef
**9404**

Earlier:

**Automatic Machine Learning of Decision Rules for
Classification Problems in Image Analysis**,

*BMVC93*(15-24).

PDF File.
**9309**

BibRef

*Pelillo, M.*,
*Refice, M.*,

**Learning Compatibility Coefficients for Relaxation Labeling Processes**,

*PAMI(16)*, No. 9, September 1994, pp. 933-945.

IEEE DOI
*Relaxation*.
BibRef
**9409**

*Uchiyama, T.[Toshio]*,
*Arbib, M.A.[Michael A.]*,

**An algorithm for competitive learning in clustering problems**,

*PR(27)*, No. 10, October 1994, pp. 1415-1421.

WWW Link.
**0401**

BibRef

*Chien, S.*,
*Gratch, J.*,
*Burl, M.*,

**On the Efficient Allocation of Resources for Hypothesis Evaluation:
A Statistical Approach**,

*PAMI(17)*, No. 7, July 1995, pp. 652-665.

IEEE DOI
BibRef
**9507**

*Grewe, L.*,
*Kak, A.C.*,

**Interactive Learning of a Multiple-Attribute Hash Table Classifier
for Fast Object Recognition**,

*CVIU(61)*, No. 3, May 1995, pp. 387-416.

DOI Link

HTML Version.
BibRef
**9505**

*Yang, P.F.[Ping-Fai]*,
*Maragos, P.[Petros]*,

**Min-max classifiers: Learnability, design and application**,

*PR(28)*, No. 6, June 1995, pp. 879-899.

WWW Link.
**0401**

BibRef

*Devroye, L.[Luc]*,
*Lugosi, G.[Gábor]*,

**Lower bounds in pattern recognition and learning**,

*PR(28)*, No. 7, July 1995, pp. 1011-1018.

WWW Link.
**0401**

BibRef

*Babri, H.*,
*Kot, A.C.*,
*Tay, S.L.*,
*Ngian, S.P.*,

**Error-Based Constraints for Efficient Learning of
Pattern-Recognition Problems**,

*PRL(17)*, No. 12, October 25 1996, pp. 1239-1245.
**9612**

BibRef

*Joshi, A.*,
*Ramakrishman, N.*,
*Houstis, E.N.*,
*Rice, J.R.*,

**On Neurobiological, Neuro-Fuzzy, Machine Learning, and
Statistical Pattern-Recognition Techniques**,

*TNN(8)*, No. 1, January 1997, pp. 18-31.
**9701**

BibRef

*Kruger, N.[Norbert]*,

**An Algorithm for the Learning of Weights in Discrimination Functions
Using a Priori Constraints**,

*PAMI(19)*, No. 7, July 1997, pp. 764-768.

IEEE DOI
**9708**

Applied to Face Matching, recognition. Elastic Graph matching.
See also Face Recognition by Elastic Bunch Graph Matching.
BibRef

*Laaksonen, J.T.*,
*Oja, E.*,

**Learning Subspace Classifiers and Error Corrective Feature Extraction**,

*PRAI(12)*, No. 4, June 1998, pp. 423-436.
**9808**

BibRef

*Evgeniou, T.[Theodoros]*,
*Pontil, M.[Massimiliano]*,
*Poggio, T.[Tomaso]*,

**Statistical Learning Theory: A Primer**,

*IJCV(38)*, No. 1, June 2000, pp. 9-13.

DOI Link
**0006**

BibRef

*Blake, A.*,
*Bascle, B.*,
*Isard, M.*,
*MacCormick, J.P.*,

**Statistical Models of Visual Shape and Motion**,

*Royal(A-356)*, 1998, pp. 1283-1302.
EM-C Expectation-Maximization with Condensation.
BibRef
**9800**

*Hwang, W.J.[Wen-Jyi]*,
*Ye, B.Y.[Bo-Yuan]*,
*Lin, C.T.[Chin-Tsai]*,

**A novel competitive learning algorithm for the parametric
classification with Gaussian distributions**,

*PRL(21)*, No. 5, May 2000, pp. 375-380.
**0005**

BibRef

IEEE DOI

BibRef

*Kelm, B.M.[B. Michael]*,
*Pal, C.[Chris]*,
*McCallum, A.[Andrew]*,

**Combining Generative and Discriminative Methods for Pixel
Classification with Multi-Conditional Learning**,

*ICPR06*(II: 828-832).

IEEE DOI
**0609**

BibRef

*Zou, B.[Bin]*,
*Li, L.Q.[Luo-Qing]*,

**The Generalization Performance of Learning Machine Based on Phi-mixing
Sequence**,

*ICPR06*(II: 548-551).

IEEE DOI
**0609**

BibRef

*Hoque, S.*,
*Fairhurst, M.C.*,
*Guest, R.M.*,

**The effect of the inhibition-compensation learning scheme on n-tuple
based classifier performance**,

*ICPR02*(III: 452-455).

IEEE DOI
**0211**

BibRef

*Hoque, M.S.*,
*Fairhurst, M.C.*,

**An improved learning scheme for the moving window classifier**,

*ICDAR01*(607-611).

IEEE DOI
**0109**

BibRef

*Freeman, W.T.*,
*Tenenbaum, J.B.*,

**Learning Bilinear Models for Two Factor Problems in Vision**,

*CVPR97*(554-560).

IEEE DOI
**9704**

*Award, CVPR*. Characters/faces use 2 properties of the 2D object.
BibRef

*Knutsson, H.[Hans]*,

**Learning Multidimensional Signal Processing**,

*ICPR98*(Vol II: 1416-1420).

IEEE DOI
**9808**

BibRef

*Hickinbotham, S.J.[Simon J.]*,
*Hancock, E.R.[Edwin R.]*,
*Austin, J.[James]*,

**Learning Feature Characteristics**,

*ICPR98*(Vol II: 1160-1164).

IEEE DOI
**9808**

BibRef

*Kositsky, M.*,
*Ullman, S.*,

**Learning Class Regions by the Union of Ellipsoids**,

*ICPR96*(IV: 750-757).

IEEE DOI
**9608**

(The Weizmann Institute of Science, IL)
BibRef

*Spence, C.*,

**Supervised Learning of Detection and Classification Tasks with
Uncertain Training Data**,

*ARPA96*(1395-1402).
BibRef
**9600**

Chapter on Pattern Recognition, Clustering, Statistics, Grammars, Learning, Neural Nets, Genetic Algorithms continues in

Neural Networks .

Last update:Apr 26, 2017 at 10:20:07