Proceedings of the Third International Conference on Machine Learning and Data Mining in Pattern Recognition
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Petra Perner, Azriel Rosenfeld
Proceedings of the Third International Conference on Machine Learning and Data Mining in Pattern Recognition
MLDM, 2003.

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@proceedings{MLDM-2003,
	address       = "Leipzig, Germany",
	editor        = "Petra Perner and Azriel Rosenfeld",
	isbn          = "3-540-40504-6",
	publisher     = "{Springer International Publishing}",
	series        = "{Lecture Notes in Computer Science}",
	title         = "{Proceedings of the Third International Conference on Machine Learning and Data Mining in Pattern Recognition}",
	volume        = 2734,
	year          = 2003,
}

Contents (37 items)

MLDM-2003-Craw #learning #reasoning
Introspective Learning to Build Case-Based Reasoning (CBR) Knowledge Containers (SC), pp. 1–6.
MLDM-2003-Bunke #data mining #graph #machine learning #mining #tool support
Graph-Based Tools for Data Mining and Machine Learning (HB), pp. 7–19.
MLDM-2003-CeciAM
Simplification Methods for Model Trees with Regression and Splitting Nodes (MC, AA, DM), pp. 20–34.
MLDM-2003-ComiteGT #learning #multi
Learning Multi-label Alternating Decision Trees from Texts and Data (FDC, RG, MT), pp. 35–49.
MLDM-2003-Boulle #named
Khiops: A Discretization Method of Continuous Attributes with Guaranteed Resistance to Noise (MB), pp. 50–64.
MLDM-2003-Scaringella #classification #on the
On the Size of a Classification Tree (AS), pp. 65–72.
MLDM-2003-RodriguesDFVC #algorithm #analysis #clustering #comparative #profiling
A Comparative Analysis of Clustering Algorithms Applied to Load Profiling (FR, FJFD, VF, ZAV, MC), pp. 73–85.
MLDM-2003-BicegoMF #clustering #markov #modelling #sequence #similarity #using
Similarity-Based Clustering of Sequences Using Hidden Markov Models (MB, VM, MATF), pp. 86–95.
MLDM-2003-DongKS #optimisation #parallel #performance
A Fast Parallel Optimization for Training Support Vector Machine (JxD, AK, CYS), pp. 96–105.
MLDM-2003-Tortorella
A ROC-Based Reject Rule for Support Vector Machines (FT), pp. 106–120.
MLDM-2003-ArmengolP
Remembering Similitude Terms in CBR (EA, EP), pp. 121–130.
MLDM-2003-YangOFZ #authoring #maintenance
Authoring Cases from Free-Text Maintenance Data (CY, RO, BF, MZ), pp. 131–140.
MLDM-2003-MiteranBB #approximate #bound #classification #image #realtime #segmentation #using
Classification Boundary Approximation by Using Combination of Training Steps for Real-Time Image Segmentation (JM, SB, EBB), pp. 141–155.
MLDM-2003-EstruchFHR #classification
Simple Mimetic Classifiers (VE, CF, JHO, MJRQ), pp. 156–171.
MLDM-2003-BouguilaZV #classification #image #novel
Novel Mixtures Based on the Dirichlet Distribution: Application to Data and Image Classification (NB, DZ, JV), pp. 172–181.
MLDM-2003-Nedelko #empirical #quality
Estimating a Quality of Decision Function by Empirical Risk (VMN), pp. 182–187.
MLDM-2003-HadidP #linear #performance
Efficient Locally Linear Embeddings of Imperfect Manifolds (AH, MP), pp. 188–201.
MLDM-2003-GiacintoR #difference #feedback #image #representation #retrieval
Dissimilarity Representation of Images for Relevance Feedback in Content-Based Image Retrieval (GG, FR), pp. 202–214.
MLDM-2003-DehmeshkiKC #rule-based #set
A Rule-Based Scheme for Filtering Examples from Majority Class in an Imbalanced Training Set (JD, MK, MVC), pp. 215–223.
MLDM-2003-KrawiecB #learning #recognition
Coevolutionary Feature Learning for Object Recognition (KK, BB), pp. 224–238.
MLDM-2003-AntunesO #constraints #mining
Generalization of Pattern-Growth Methods for Sequential Pattern Mining with Gap Constraints (CA, ALO), pp. 239–251.
MLDM-2003-TanakaU #analysis #component #multi #principle #using
Discover Motifs in Multi-dimensional Time-Series Using the Principal Component Analysis and the MDL Principle (YT, KU), pp. 252–265.
MLDM-2003-ChiuX #mining #optimisation
Optimizing Financial Portfolios from the Perspective of Mining Temporal Structures of Stock Returns (KCC, LX), pp. 266–275.
MLDM-2003-MagnussonV #network #sequence #using #visualisation
Visualizing Sequences of Texts Using Collocational Networks (CM, HV), pp. 276–283.
MLDM-2003-KostersPP #analysis #complexity #implementation
Complexity Analysis of Depth First and FP-Growth Implementations of APRIORI (WAK, WP, VP), pp. 284–292.
MLDM-2003-LeleuRBE #dataset #mining #named
GO-SPADE: Mining Sequential Patterns over Datasets with Consecutive Repetitions (ML, CR, JFB, GE), pp. 293–306.
MLDM-2003-DeventerDNK #modelling #testing #using
Using Test Plans for Bayesian Modeling (RD, JD, HN, OK), pp. 307–316.
MLDM-2003-KimJ #network #using
Using Bayesian Networks to Analyze Medical Data (ICK, YGJ), pp. 317–327.
MLDM-2003-DenoyerG #categorisation #documentation #generative #xml
A Belief Networks-Based Generative Model for Structured Documents. An Application to the XML Categorization (LD, PG), pp. 328–342.
MLDM-2003-Barsi #graph #self #using
Neural Self-Organization Using Graphs (AB), pp. 343–352.
MLDM-2003-KayaA #mining
Integrating Fuzziness with OLAP Association Rules Mining (MK, RA), pp. 353–368.
MLDM-2003-Sy
Discovering Association Patterns Based on Mutual Information (BKS), pp. 369–378.
MLDM-2003-LazliS #fuzzy #logic #probability #recognition #speech #using
Connectionist Probability Estimators in HMM Arabic Speech Recognition Using Fuzzy Logic (LL, MS), pp. 379–388.
MLDM-2003-KawamotoIH #image #sequence
Shape Recovery from an Unorganized Image Sequence (KK, AI, KH), pp. 389–399.
MLDM-2003-KuhnertK #classification #image #learning
A Learning Autonomous Driver System on the Basis of Image Classification and Evolutional Learning (KDK, MK), pp. 400–412.
MLDM-2003-ImiyaTOH #bound #detection #random #set
Detecting the Boundary Curve of Planar Random Point Set (AI, KT, HO, VH), pp. 413–424.
MLDM-2003-PiwowarskiG #documentation #information retrieval #machine learning
A Machine Learning Model for Information Retrieval with Structured Documents (BP, PG), pp. 425–438.

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