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

Petra Perner
Proceedings of the Seventh International Conference on Machine Learning and Data Mining in Pattern Recognition
MLDM, 2011.

KER

@proceedings{MLDM-2011,
	address       = "New York, New York, USA",
	doi           = "10.1007/978-3-642-23199-5",
	editor        = "Petra Perner",
	isbn          = "978-3-642-23198-8",
	publisher     = "{Springer International Publishing}",
	series        = "{Lecture Notes in Computer Science}",
	title         = "{Proceedings of the Seventh International Conference on Machine Learning and Data Mining in Pattern Recognition}",
	volume        = 6871,
	year          = 2011,
}

Contents (44 items)

MLDM-2011-YokotaY #classification #estimation: Quadratically Constrained Maximum a Posteriori Estimation for Binary Classifier (TY, YY), pp. 1–15.
MLDM-2011-TomasevRMI #classification #fuzzy #metric #nearest neighbour: Hubness-Based Fuzzy Measures for High-Dimensional k-Nearest Neighbor Classification (NT, MR, DM, MI), pp. 16–30.
MLDM-2011-DanylenkoLL #algebra #implementation #named: Decisions: Algebra and Implementation (AD, JL, WL), pp. 31–45.
MLDM-2011-LiuM #multi #naive bayes: Smoothing Multinomial Naïve Bayes in the Presence of Imbalance (AL, CEM), pp. 46–59.
MLDM-2011-LiTM #classification #hybrid #named #performance: ACE-Cost: Acquisition Cost Efficient Classifier by Hybrid Decision Tree with Local SVM Leaves (LL, UT, NDM), pp. 60–74.
MLDM-2011-LahbibBL #learning #multi: Informative Variables Selection for Multi-relational Supervised Learning (DL, MB, DL), pp. 75–87.
MLDM-2011-Grabczewski: Separability of Split Value Criterion with Weighted Separation Gains (KG), pp. 88–98.
MLDM-2011-AhmadP #fuzzy #modelling: Granular Instances Selection for Fuzzy Modeling (SSSA, WP), pp. 99–111.
MLDM-2011-WuW #category theory #detection: Parameter-Free Anomaly Detection for Categorical Data (SW, SW), pp. 112–126.
MLDM-2011-Benbrahim #fuzzy: Fuzzy Semi-supervised Support Vector Machines (HB), pp. 127–139.
MLDM-2011-SimeonH #approach #correlation #difference #mining #named #set: GENCCS: A Correlated Group Difference Approach to Contrast Set Mining (MS, RJH), pp. 140–154.
MLDM-2011-CataltepeSBE #classification #using: Collective Classification Using Heterogeneous Classifiers (ZÇ, AS, KB, AE), pp. 155–169.
MLDM-2011-LungaE #classification #nearest neighbour: Spherical Nearest Neighbor Classification: Application to Hyperspectral Data (DL, OKE), pp. 170–184.
MLDM-2011-XuGC #adaptation #kernel #learning #multi: Adaptive Kernel Diverse Density Estimate for Multiple Instance Learning (TX, IG, DKYC), pp. 185–198.
MLDM-2011-ShengT #process: Boosting Inspired Process for Improving AUC (VSS, RT), pp. 199–209.
MLDM-2011-CelibertoM #learning: Investigation in Transfer Learning: Better Way to Apply Transfer Learning between Agents (LACJ, JPM), pp. 210–223.
MLDM-2011-Sullins #smarttech: Exploration Strategies for Learned Probabilities in Smart Terrain (JS), pp. 224–238.
MLDM-2011-MohebzadaRR #analysis #constraints #generative: Sensitivity Analysis for Weak Constraint Generation (JGM, MMR, GR), pp. 239–252.
MLDM-2011-XuM #learning #taxonomy: Dictionary Learning Based on Laplacian Score in Sparse Coding (JX, HM), pp. 253–264.
MLDM-2011-Bouguessa #approach #clustering #transaction: A Practical Approach for Clustering Transaction Data (MB), pp. 265–279.
MLDM-2011-AidosF #clustering #higher-order: Hierarchical Clustering with High Order Dissimilarities (HA, ALNF), pp. 280–293.
MLDM-2011-MadaniBZ #clustering #named #xml: Clust-XPaths: Clustering of XML Paths (AM, OB, DEZ), pp. 294–305.
MLDM-2011-LozanoA #algorithm #clustering: Comparing Clustering and Metaclustering Algorithms (EL, EA), pp. 306–319.
MLDM-2011-PerezR #array #detection #using: Detection of Phenotypes in Microarray Data Using Force- Directed Placement Transformss (DVP, KAR), pp. 320–334.
MLDM-2011-Hasan #behaviour #on the: On the Temporal Behavior of EEG Recorded during Real Finger Movement (BASH), pp. 335–347.
MLDM-2011-TalbertHT #data mining #framework #machine learning #mining: A Machine Learning and Data Mining Framework to Enable Evolutionary Improvement in Trauma Triage (DAT, MH, ST), pp. 348–361.
MLDM-2011-PiatkowskaMNP #analysis #image #multi #semantics #using: A Decision Support System Based on the Semantic Analysis of Melanoma Images Using Multi-elitist PSO and SVM (WP, JM, LN, KP), pp. 362–374.
MLDM-2011-ChenHCS #detection #email #similarity: Authorship Similarity Detection from Email Messages (XC, PH, RC, KPS), pp. 375–386.
MLDM-2011-Garcia-ConstantinoCNRST #classification #generative #summary #using: An Investigation Concerning the Generation of Text Summarisation Classifiers Using Secondary Data (MGC, FC, PJN, AR, CS, AT), pp. 387–398.
MLDM-2011-JoutsijokiJ #classification #image: Comparing the One-vs-One and One-vs-All Methods in Benthic Macroinvertebrate Image Classification (HJ, MJ), pp. 399–413.
MLDM-2011-AlshukriCZ #bound #detection #incremental #random #using: Incremental Web-Site Boundary Detection Using Random Walks (AA, FC, MZ), pp. 414–427.
MLDM-2011-HuangH: Discovering Text Patterns by a New Graphic Model (MH, RMH), pp. 428–442.
MLDM-2011-JiangMY #analysis #sentiment #topic: Topic Sentiment Change Analysis (YJ, WM, CTY), pp. 443–457.
MLDM-2011-HaoCCCS #adaptation #detection #email #modelling: Adaptive Context Modeling for Deception Detection in Emails (PH, XC, NC, RC, KPS), pp. 458–468.
MLDM-2011-LiHO #clique #correlation #performance: Contrasting Correlations by an Efficient Double-Clique Condition (AL, MH, YO), pp. 469–483.
MLDM-2011-LiuXPS #image #segmentation: Estimating Image Segmentation Difficulty (DL, YX, KP, LGS), pp. 484–495.
MLDM-2011-ChenER #mining #parametricity #using: Mining Spatial Trajectories Using Non-parametric Density Functions (CSC, CFE, NJR), pp. 496–510.
MLDM-2011-SanchezGM #classification #reduction #tool support: Exploring Synergetic Effects of Dimensionality Reduction and Resampling Tools on Hyperspectral Imagery Data Classification (JSS, VG, RAM), pp. 511–523.
MLDM-2011-AttigP #biology #comparison #image #random #set: A Comparison between Haralick’s Texture Descriptor and the Texture Descriptor Based on Random Sets for Biological Images (AA, PP), pp. 524–538.
MLDM-2011-ArmstrongD #database #scalability: Unsupervised Discovery of Motifs under Amplitude Scaling and Shifting in Time Series Databases (TA, ED), pp. 539–552.
MLDM-2011-Kessl #mining #parallel #using: Static Load Balancing of Parallel Mining of Frequent Itemsets Using Reservoir Sampling (RK), pp. 553–567.
MLDM-2011-GunesCO #algorithm #classification #named #novel #relational #search-based #using: GA-TVRC: A Novel Relational Time Varying Classifier to Extract Temporal Information Using Genetic Algorithms (IG, ZÇ, SGÖ), pp. 568–583.
MLDM-2011-SahaDR #community #detection #network: Detection of Communities and Bridges in Weighted Networks (TS, CD, HR), pp. 584–598.
MLDM-2011-AdolfHHCH #analysis #grid #power management: Techniques for Improving Filters in Power Grid Contingency Analysis (RA, DH, MH, YC, ZH), pp. 599–611.

Petra PernerProceedings of the Seventh International Conference on Machine Learning and Data Mining in Pattern RecognitionMLDM, 2011.

Contents (44 items)

Petra Perner
Proceedings of the Seventh International Conference on Machine Learning and Data Mining in Pattern Recognition
MLDM, 2011.