BibSLEIGH — Proceedings of the 10th International Conference on Machine Learning and Data Mining in Pattern Recognition

Petra Perner
Proceedings of the 10th International Conference on Machine Learning and Data Mining in Pattern Recognition
MLDM, 2014.

KER

@proceedings{MLDM-2014,
	address       = "St. Petersburg, Russia",
	doi           = "10.1007/978-3-319-08979-9",
	editor        = "Petra Perner",
	isbn          = "978-3-319-08978-2",
	publisher     = "{Springer International Publishing}",
	series        = "{Lecture Notes in Computer Science}",
	title         = "{Proceedings of the 10th International Conference on Machine Learning and Data Mining in Pattern Recognition}",
	volume        = 8556,
	year          = 2014,
}

Contents (40 items)

MLDM-2014-ShahamSB #fault #performance: Efficient Error Setting for Subspace Miners (ES, DS, BBM), pp. 1–15.
MLDM-2014-FuMD #classification #multi #network #performance #towards: Towards the Efficient Recovery of General Multi-Dimensional Bayesian Network Classifier (SF, SM, MCD), pp. 16–30.
MLDM-2014-WaiyamaiS #approach #classification #dataset: A Cost-Sensitive Based Approach for Improving Associative Classification on Imbalanced Datasets (KW, PS), pp. 31–42.
MLDM-2014-SenkoD #multi: Multiple Regression Method Based on Unexpandable and Irreducible Convex Combinations (OVS, AD), pp. 43–57.
MLDM-2014-AbdullahiCM #approach #identification #novel #using: A Novel Approach for Identifying Banded Patterns in Zero-One Data Using Column and Row Banding Scores (FBA, FC, RM), pp. 58–72.
MLDM-2014-BugaychenkoZ #diagrams #learning #multi #pattern matching #pattern recognition #performance #recognition #using: Fast Pattern Recognition and Deep Learning Using Multi-Rooted Binary Decision Diagrams (DB, DZ), pp. 73–77.
MLDM-2014-WaiyamaiKSR #classification #concept #data type #named: ACCD: Associative Classification over Concept-Drifting Data Streams (KW, TK, BS, TR), pp. 78–90.
MLDM-2014-LimsettoW: Integrating Weight with Ensemble to Handle Changes in Class Distribution (NL, KW), pp. 91–106.
MLDM-2014-UtkinZC #classification #data-driven #database #robust: A Robust One-Class Classification Model with Interval-Valued Data Based on Belief Functions and Minimax Strategy (LVU, YAZ, AIC), pp. 107–118.
MLDM-2014-KuleshovB #data mining #learning #mining: Manifold Learning in Data Mining Tasks (APK, AVB), pp. 119–133.
MLDM-2014-HassaniSS #adaptation #clustering #multi: Adaptive Multiple-Resolution Stream Clustering (MH, PS, TS), pp. 134–148.
MLDM-2014-BaroutiKKM #clustering #data type #distributed #monitoring: Monitoring Distributed Data Streams through Node Clustering (MB, DK, JK, YM), pp. 149–162.
MLDM-2014-Manzanilla-SalazarEG #classification #clustering #fault: Minimizing Cluster Errors in LP-Based Nonlinear Classification (OMS, JEK, UMGP), pp. 163–174.
MLDM-2014-JoshiB #named #novel: CBOF: Cohesiveness-Based Outlier Factor A Novel Definition of Outlier-ness (VJ, RB), pp. 175–189.
MLDM-2014-AndreaSVU #detection #performance: A New Measure of Outlier Detection Performance (KA, GS, NV, AU), pp. 190–197.
MLDM-2014-AlshdaifatCD #classification #multi: A Multi-path Strategy for Hierarchical Ensemble Classification (EA, FC, KD), pp. 198–212.
MLDM-2014-AnanpiriyakulPV #classification #multi: Label Correction Strategy on Hierarchical Multi-Label Classification (TA, PP, PV), pp. 213–227.
MLDM-2014-Schafer #classification #preprocessor #towards: Towards Time Series Classification without Human Preprocessing (PS), pp. 228–242.
MLDM-2014-WangLK #concurrent #data mining #mining: Applications of Concurrent Sequential Patterns in Protein Data Mining (CW, JL, MK), pp. 243–257.
MLDM-2014-YuST #detection #modelling #realtime: Semi-supervised Time Series Modeling for Real-Time Flux Domain Detection on Passive DNS Traffic (BY, LS, MT), pp. 258–271.
MLDM-2014-AlbarrakCZ #classification #image #taxonomy: Dictionary Learning-Based Volumetric Image Classification for the Diagnosis of Age-Related Macular Degeneration (AA, FC, YZ), pp. 272–284.
MLDM-2014-NeumannHRL #case study #experience #learning: A Robot Waiter Learning from Experiences (BN, LH, PR, JL), pp. 285–299.
MLDM-2014-LarinSKKHC #classification #parametricity #representation #using: Parametric Representation of Objects in Color Space Using One-Class Classifiers (AL, OS, AK, SYK, SCH, BHC), pp. 300–314.
MLDM-2014-MalenichevSKMM #automation: An Automatic Matching Procedure of Ultrasonic Railway Defectograms (AM, VS, OK, VM, AM), pp. 315–327.
MLDM-2014-PirasG #classification #generative #image #roadmap: Open Issues on Codebook Generation in Image Classification Tasks (LP, GG), pp. 328–342.
MLDM-2014-MaliarskyAH #classification: A Neuro-Genetic System for Cardiac Arrhythmia Classification (EM, MA, MH), pp. 343–360.
MLDM-2014-SilvaA #multi: Finding Multi-dimensional Patterns in Healthcare (AS, CA), pp. 361–375.
MLDM-2014-SharmaT #mining #social #social media: A Generalized Relationship Mining Method for Social Media Text Data (TS, DT), pp. 376–392.
MLDM-2014-JayabalR #clustering #modelling #performance #student: Clustering Students Based on Student’s Performance — A Partial Least Squares Path Modeling (PLS-PM) Study (YJ, CR), pp. 393–407.
MLDM-2014-SandovalH #learning #network #using: Learning of Natural Trading Strategies on Foreign Exchange High-Frequency Market Data Using Dynamic Bayesian Networks (JS, GH), pp. 408–421.
MLDM-2014-DzubaB #mining #music #recommendation: Mining Users Playbacks History for Music Recommendations (AD, DB), pp. 422–430.
MLDM-2014-AnandWA #information management #scalability: A Method of Crowd-Sourced Information Extraction From Large Data Files (IMA, AW, PA), pp. 431–436.
MLDM-2014-JiangDPL #approach #estimation #markov #optimisation #recognition: Modified Bootstrap Approach with State Number Optimization for Hidden Markov Model Estimation in Small-Size Printed Arabic Text Line Recognition (ZJ, XD, LP, CL), pp. 437–441.
MLDM-2014-MountassirBB #algorithm #classification #documentation #representation: The Nearest Centroid Based on Vector Norms: A New Classification Algorithm for a New Document Representation Model (AM, HB, IB), pp. 442–456.
MLDM-2014-BozkirS #layout #named #similarity #visual notation #web: SimiLay: A Developing Web Page Layout Based Visual Similarity Search Engine (ASB, EAS), pp. 457–470.
MLDM-2014-SchraagenK #consistency #graph #using: Record Linkage Using Graph Consistency (MS, WAK), pp. 471–483.
MLDM-2014-OtteLK #memory management #network #pattern matching #pattern recognition #problem #recognition: Investigating Long Short-Term Memory Networks for Various Pattern Recognition Problems (SO, ML, DK), pp. 484–497.
MLDM-2014-MazzolaCTP #string: Resolution of Geographical String Name through Spatio-Temporal Information (LM, PC, AT, MP), pp. 498–512.
MLDM-2014-KhasnabishSDS #detection #learning #programming language #source code #using: Detecting Programming Language from Source Code Using Bayesian Learning Techniques (JNK, MS, JD, GS), pp. 513–522.
MLDM-2014-JavedA #classification #dataset #network #social #using: Creation of Bi-lingual Social Network Dataset Using Classifiers (IJ, HA), pp. 523–533.

Petra PernerProceedings of the 10th International Conference on Machine Learning and Data Mining in Pattern RecognitionMLDM, 2014.

Contents (40 items)

Petra Perner
Proceedings of the 10th International Conference on Machine Learning and Data Mining in Pattern Recognition
MLDM, 2014.