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1.

電子ブック

EB
Petra Perner, Takeo Kanade
出版情報: Springer eBooks Computer Science , Springer Berlin / Heidelberg, 2006
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2.

電子ブック

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Petra Perner, Jorg Siekmann
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2008
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Lifescience and Biotechnological Applications for Data Mining
Prototypes for Medical Case-Based Applications / Rainer Schmidt ; Tina Waligora ; Olga Vorobieva
Hopfield Networks in Relevance and Redundancy Feature Selection Applied to Classification of Biomedical High-Resolution Micro-CT Images / Benjamin Auffarth ; Maite Lopez ; Jesus Cerquides
Modelling Medical Time Series Using Grammar-Guided Genetic Programming / Fernando Alonso ; Loic Martinez ; Aurora Perez ; Agustin Santamaria ; Juan Pedro Valente
Data Mining with Neural Networks for Wheat Yield Prediction / Georg Russ ; Rudolf Kruse ; Martin Schneider ; Peter Wagner
Experiences Using Clustering and Generalizations for Knowledge Discovery in Melanomas Domain / A. Fornells ; E. Armengol ; E. Golobardes ; S. Puig ; J. Malvehy
Noisy Image Segmentation by a Robust Clustering Algorithm Based on DC Programming and DCA / Le Thi Hoai An ; Le Hoai Minh ; Nguyen Trong Phuc ; Pham Dinh Tao
An Application for Electroencephalogram Mining for Epileptic Seizure Prediction / Bruno Direito ; Antonio Dourado ; Francisco Sales ; Marco Vieira
An Infrastructure for Mining Medical Multimedia Data / Sara Colantonio ; Ovidio Salvetti ; Marco Tampucci
Realizing Modularized Knowledge Models for Heterogeneous Application Domains / Klaus-Dieter Althoff ; Kerstin Bach ; Meike Reichle
Clustering and Classification
GEP-Induced Expression Trees as Weak Classifiers / Joanna Jedrzejowicz ; Piotr Jedrzejowicz
Projection with Double Nonlinear Integrals for Classification / JinFeng Wang ; KwongSak Leung ; KinHong Lee ; ZhenYuan Wang
Local Modelling in Classification / Gero Szepannek ; Julia Schiffner ; Julie Wilson ; Claus Weihs
Improving Imbalanced Multidimensional Dataset Learner Performance with Artificial Data Generation: Density-Based Class-Boost Algorithm / Ladan Malazizi ; Daniel Neagu ; Qasim Chaudhry
CPL Clustering with Feature Costs / Leon Bobrowski
Association Rule Mining
Relative Linkage Disequilibrium: A New Measure for Association Rules / Ron Kenett ; Silvia Salini
Weighted Association Rule Mining from Binary and Fuzzy Data / M. Sulaiman Khan ; Maybin Muyeba ; Frans Coenen
E-Mail, WebMining
A Comparative Impact Study of Attribute Selection Techniques on Naive Bayes Spam Filters / J.R. Mendez ; I. Cid ; D. Glez-Pena ; M. Rocha ; F. Fdez-Riverola
The Impact of Noise in Spam Filtering: A Case Study / L.R. Janeiro
Designing Specific Weighted Similarity Measures to Improve Collaborative Filtering Systems / Laurent Candillier ; Frank Meyer ; Francoise Fessant
Browsing Assistance Service for Intranet Information Systems / Peter Geczy ; Noriaki Izumi ; Shotaro Akaho ; Koiti Hasida
WebAngels Filter: A Violent Web Filtering Engine Using Textual and Structural Content-Based Analysis / Radhouane Guermazi ; Mohamed Hammami ; Abdelmajid Ben Hamadou
Mining Unexpected Web Usage Behaviors / Dong (Haoyuan) Li ; Anne Laurent ; Pascal Poncelet
Information Retrieval
Generalized Graph Matching for Data Mining and Information Retrieval / Alexandra Brugger ; Horst Bunke ; Peter Dickinson ; Kaspar Riesen
Industrial Applications
Contrast-Set Mining of Aircraft Accidents and Incidents / Zohreh Nazeri ; Daniel Barbara ; Kenneth De Jong ; George Donohue ; Lance Sherry
Using Data Mining to Build Integrated Discrete Event Simulations / David A. Holland
Control Charts of Workflows / Calin Ciufudean ; Constantin Filote ; Dumitru Amarandei
Frequent Item Set, Sequence Mining
Maximum Margin Active Learning for Sequence Labeling with Different Length / Haibin Cheng ; Ruofei Zhang ; Yefei Peng ; Jianchang Mao ; Pang-Ning Tan
An Efficient Similarity Searching Algorithm Based on Clustering for Time Series / Yucai Feng ; Tao Jiang ; Yingbiao Zhou ; Junkui Li
Efficient String Mining under Constraints Via the Deferred Frequency Index / David Weese ; Marcel H. Schulz
Aspects of Data Mining
Autonomous Forex Trading Agents / Rui Pedro Barbosa ; Orlando Belo
An Exploration into the Power of Formal Concept Analysis for Domestic Violence Analysis / Jonas Poelmans ; Paul Elzinga ; Stijn Viaene ; Guido Dedene
Leatherbacks Matching by Automated Image Recognition / Eric J. Pauwels ; Paul M. de Zeeuw ; Danielle M. Bounantony
Author Index
Lifescience and Biotechnological Applications for Data Mining
Prototypes for Medical Case-Based Applications / Rainer Schmidt ; Tina Waligora ; Olga Vorobieva
Hopfield Networks in Relevance and Redundancy Feature Selection Applied to Classification of Biomedical High-Resolution Micro-CT Images / Benjamin Auffarth ; Maite Lopez ; Jesus Cerquides
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電子ブック

EB
Petra Perner, Ovidio Salvetti, Jorg Siekmann
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2008
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New Models for Immune Mechanism Diagnosis / Calin Ciufudean ; Otilia Ciufudean ; Constantin Filote
User Assisted Substructure Extraction in Molecular Data Mining / Burcu Yilmaz ; Mehmet Gokturk ; Natalie Shvets
Fully Automatic Heart Beat Rate Determination in Digital Video Recordings of Rat Embryos / M. Khalid Khan ; Mats F. Nilsson ; Bengt R. Danielsson ; Ewert Bengtsson
Biomedical Signal and Image Processing for Decision Support in Heart Failure / Franco Chiarugi ; Sara Colantonio ; Dimitra Emmanouilidou ; Davide Moroni ; Ovidio Salvetti
Automatic Data Acquisition and Signal Processing in the Field of Virology / Radu Dobrescu ; Loretta Ichim
Colorectal Polyps Detection Using Texture Features and Support Vector Machine / Da-Chuan Cheng ; Wen-Chien Ting ; Yung-Fu Chen ; Qin Pu ; Xiaoyi Jiang
OplAnalyzer: A Toolbox for MALDI-TOF Mass Spectrometry Data Analysis / Thang V. Pham ; Connie R. Jimenez
Classification of Mass Spectrometry Based Protein Markers by Kriging Error Matching / Tuan D. Pham ; Honghui Wang ; Xiaobo Zhou ; Dominik Beck ; Miriam Brandl ; Gerard Hoehn ; Joseph Azok ; Marie-Luise Brennan ; Stanley L. Hazen ; Stephen T.C. Wong
A Mathematical Operator for Automatic and Real Time Analysis of Sequences of Vascular Images / Marcello Demi ; Elisabetta Bianchini ; Francesco Faita ; Vincenzo Gemignani
A Unified Mathematical Treatment of Regression Problems in Image Processing / Karlheinz Spindler
Multi-scale Representation and Persistency for Shape Description / Mario Salvetti
Novel Computerized Methods in System Biology - Flexible High-Content Image Analysis and Interpretation System for Cell Images / Petra Perner
MDA 2006
Automatic Segmentation of Unstained Living Cells in Bright-Field Microscope Images / M. Tscherepanow ; F. Zollner ; M. Hillebrand ; F. Kummert
Author Index
New Models for Immune Mechanism Diagnosis / Calin Ciufudean ; Otilia Ciufudean ; Constantin Filote
User Assisted Substructure Extraction in Molecular Data Mining / Burcu Yilmaz ; Mehmet Gokturk ; Natalie Shvets
Fully Automatic Heart Beat Rate Determination in Digital Video Recordings of Rat Embryos / M. Khalid Khan ; Mats F. Nilsson ; Bengt R. Danielsson ; Ewert Bengtsson
4.

電子ブック

EB
Petra Perner, Takeo Kanade
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2009
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Invited Talk
Distances in Classification / Claus Weihs ; Gero Szepannek
Data mining in Medicine and Agriculture
Electronic Nose Ovarian Carcinoma Diagnosis Based on Machine Learning Algorithms / José Chilo ; György Horvath ; Thomas Lindblad ; Roland Olsson
Data Mining of Agricultural Yield Data: A Comparison of Regression Models / Georg Ruß
Study of Principal Components on Classification of Problematic Wine Fermentations / Alejandra Urtubia U. ; J. Ricardo Pérez-Correa|38
A Data Mining Method for Finding Hidden Relationship in Blood and Urine Examination Items for Health Check / Kazuhiko Shinozawa ; Norihiro Hagita ; Michiko Furutani ; Rumiko Matsuoka
Application of Classification Association Rule Mining for Mammalian Mesenchymal Stem Cell Differentiation / Weiqi Wang ; Yanbo J. Wang ; René Bañares-Alcántara ; Zhanfeng Cui ; Frans Coenen
Computer-Aided Diagnosis in Brain Computed Tomography Screening / Hugo Peixoto ; Victor Alves
Knowledge Representation in Difficult Medical Diagnosis / Ana Aguilera ; Alberto Subero
Data Mining in Marketing, Finance and Telecommunication
Forecasting Product Life Cycle Phase Transition Points with Modular Neural Networks Based System / Serge Parshutin ; Ludmila Aleksejeva ; Arkady Borisov
Visualizing the Competitive Structure of Online Auctions / Stephen France ; Douglas Carroll
Credit Risk Handling in Telecommunication Sector / Monika Szczerba ; Andrzej Ciemski
Sales Intelligence Using Web Mining / Viara Popova ; Robert John ; David Stockton
A Sales Forecast Model for the German Automobile Market Based on Time Series Analysis and Data Mining Methods / Bernhard Brühl ; Marco Hülsmann ; Detlef Borscheid ; Christoph M. Friedrich ; Dirk Reith
Data Mining in Process Control, Industry and Society
Screening Paper Runnability in a Web-Offset Pressroom by Data Mining / A. Alzghoul ; A. Verkas ; M. HÃ¥llander ; M. Bacauskiene ; A. Gelzinis
Evaluation of Distraction in a Driver- Vehicle-Environment Framework: An Application of Different Data-Mining Techniques / Fabio Tango ; Marco Botta
SO_MAD: SensOr Mining for Anomaly Detection in Railway Data / Julien Rabatel ; Sandra Bringay ; Pascal Poncelet
Online Mass Flow Prediction in CFB Boilers / Andriy Ivannikov ; Mykola Pechenizkiy ; Jorn Bakker ; Timo Leino ; Mikko Jegroff ; Tommi Kärkkäinen ; Sami Äyrämö
Integrating Data Mining and Agent Based Modeling and Simulation / Omar Baqueiro ; Peter McBurney
Combining Multidimensional Scaling and Computational Intelligence for Industrial Monitoring / António Dourado ; Sara Silva ; Lara Aires ; João Araújo
A Case of Using Formal Concept Analysis in Combination with Emergent Self Organizing Maps for Detecting Domestic Violence / Jonas Poelmans ; Paul Elzinga ; stijn Viaene ; Guido Dedene
Data Mining on Multimedia Data
Ordinal Evaluation: A New Perspective on Country Images / Marko Robink-èikonja ; Kris Brijis ; Koen Vanhoof
Evaluation of Fusion for Similarity Searching in Online Handwritten Documents / Sascha Schimke ; Maik Schott ; Claus Vielhaur ; Jana Dittmann
Self-training Strategies for Handwriting Word Recognition / Volkmar Frinken ; Horst Bunke
On a New Similarity Analysis in Frequency Domain for Mining Faces within a Complex Background / D.A. Karras
Theoretical Aspects of Data Mining
Clustering with Domain Value Dissimilarity for Categorical Data / Jeohghoon Lee ; Yoon-Joon Lee ; Minho Park
The Normalized Compression Distance as a Distance Measure in Entity Identification / Sebastian Klenk ; Dennis Thom ; Gunther Heidemann
Attribute Constrained Rules for Partially Labeled Sequence Completion / Chad A. Williams ; Peter C. Nelson ; Abolfazl (Kouros) Mohammadian
Mining Determining Sets for Partially Defined Functions / Dan A. Simovici ; Dan Pletea ; Rosanne Vetro
On the integration of Neural Classifiers through Similarity Analysis of Higher Order Features / B.G. Mertzious
On Cellular Network Channels Data Mining and Decision Making through Ant Colony Optimization and Multi Agent Systems Strategies / P.M. Papazoglou ; R.C. Papademetriou
Responsible Data Releases / Sanguthevar Rajasekaran ; Ofer Harel ; Michael Zuba ; Gref Matthews ; Robert Aseltine
Author Index
Invited Talk
Distances in Classification / Claus Weihs ; Gero Szepannek
Data mining in Medicine and Agriculture
5.

電子ブック

EB
Petra Perner, Takeo Kanade
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2009
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Attribute Discretization and Data Preparation
Improved Comprehensibility and Reliability of Explanations via Restricted Halfspace Discretization / Klaus Truemper
Selection of Subsets of Ordered Features in Machine Learning / O. Seredin ; A. Kopylov ; V. Mottl
Combination of Vector Quantization and Visualization / Olga Kurasova ; Alma Molyte
Discretization of Target Attributes for Subgroup Discovery / Katherme Moreland
Preserving Privacy in Time Series Data Classification by Discretization / Ye Zhu ; Yongjian Fu ; Huirong Fu
Using Resampling Techniques for Better Quality Discretization / Tairaur Qureshi ; Djamel A. Zighed
Classification
A Large Margin Classifier with Additional Features / Xinwang Liu ; Jianping Yin ; En Zhu ; Guomin Zhang ; Yubin Zhan ; Miaomiao Li
Sequential EM for Unsupervised Adaptive Gaussian Mixture Model Based Classifier / Bashar Awwad ; Shiekh Hasan ; John Q. Can
Optimal Double-Kernel Combination for Classification / Feng Wang ; Hongbin Zhang
Efficient AdaBoost Region Classification / M. Moed ; E.N. Smirnov
A Linear Classification Method in a Very High Dimensional Space Using Distributed Representation / Takao Kobayashi ; Ikuko Shimizu
PMCRI: A Parallel Modular Classification Rule Induction Framework / Frederic Stahl ; Max Bramer ; Mo Adda
Dynamic Score Combination: A Supervised and Unsupervised Score Combination Method / Roberto Tronci ; Giorgio Giacmto ; Fabio Roli
ODDboost: Incorporating Posterior Estimates into AdaBoost / Olga Barinova ; Dmitry Vetrov
Ensemble Classifier Learning
Ensemble Learning: A Study on Different Variants of the Dynamic Selection Approach / João Mendes-Moreira ; Alipio Mario Jorge ; Carlos Soares ; Jorge Freire de Sousa
Relevance and Redundancy Analysis for Ensemble Classifiers / Rakkrit Duangsoithong ; Terry Windeatt
Drift-A ware Ensemble Regression / Frank Rosenthal ; Peter Benjamin Volk ; Martin Hahmann ; Dirk Habich ; Wolfgang Lehner
Concept Drifting Detection on Noisy Streaming Data in Random Ensemble Decision Trees / Peipei Li ; Xuegang Hu ; Qianhui Liang ; Yunjun Gao
Association Rules and Pattern Mining
Mining Multiple Level Non-redundant Association Rules through Two-Fold Pruning of Redundancies / Corrado Loglisci ; Donato Malerba
Pattern Mining with Natural Language Processing: An Exploratory Approach / Ana Cristina Mendes ; Claudia Antunes
Is the Distance Compression Effect Overstated? Some Theory and Experimentation / Stephen France ; Douglas Carroll
Support Vector Machines
Fast Local Support Vector Machines for Large Datasets / Nicola Segata ; Enrico Blanzieri
The Effect of Domain Knowledge on Rule Extraction from Support Vector Machines / Nahla Barakat ; Andrew P. Bradley
Towards B-Coloring of SOM / Haythara Elghazel ; Khalid Benabdeslem
Clustering
CSBIterKmeans: A New Clustering Algorithm Based on Quantitative Assessment of the Clustering Quality / Tarek Smaoui ; Sascha Müller ; Christian Müller-Schloer
Agent-Based Non-distributed and Distributed Clustering / Ireneusz Czamowski ; Piotr Jedrzejowicz
An Evidence Accumulation Approach to Constrained Clustering Combination / Daniel Duarie Abdala ; Xiaoyi Jiang
Fast Spectral Clustering with Random Projection and Sampling / Tomoya Sakai ; Atsushi Imiya
How Much True Structure Has Been Discovered?: Validating Explorative Clustering on a Hold-Out Test Set / F. Höppner
Efficient Clustering of Web-Derived Data Sets / Luís Sannento ; Alexander Kehlenbeck ; Eugénio Oliveira ; Lyle Ungar
A Probabilistic Approach for Constrained Clustering with Topological Map / Jihene Snoussi
Novelty and Outlier Detection
Relational Frequent Patterns Mining for Novelty Detection from Data Streams / Michelangelo Ceci ; Annalisa Appice ; Costantina Caruso ; Fabio Fumarola ; Carmine Valeiite
A Comparative Study of Outlier Detection Algorithms / Charlie Isaksson ; Margaret H. Dunham
Outlier Detection with Explanation Facility / Manuel Mejía-Lavalle ; Atlántida Sánchez Vivar
Learning
Concept Learning from (Very) Ambiguous Examples / Dominique Bouthinon ; Henry Soldano ; Véronique Ventos
Finding Top-TV Pseudo Formal Concepts with Core Intents / Yoshiaki Okubo ; Makoto Haraguchi
On Fixed Convex Combinations of No-Regret Learners / Jan-P. Calliess
An Improved Tabu Search (ITS) Algorithm Based on Open Cover Theory for Global Extremums / Kemal Yüksek ; Szrhat Cakaloglu
The Needles-in-Haystack Problem / Katherine Moreland
Data Mining on Multimedia Data
An Evidence-Driven Probabilistic Inference Framework for Semantic Image Understanding / Spiros Nikolopoulos ; Georgios Th. Papadopoulos ; Ioannis Kompatsiaris ; Ioannis Patras
Detection of Masses in Mammographic Images Using SimpsonÆs Diversity Index in Circular Regions and SVM / André Pereira Nunes ; Aristófanes Correa Silva ; Anselmo Cardoso de Paiva
Mining Lung Shape from X-Ray Images / Vassili Kovalev ; Altaksandr Prus ; Pavel Vankevich
A Wavelet-Based Method for Detecting Seismic Anomalies in Remote Sensing Satellite Data / Pan Xiong ; Yaxin Bi ; Xuhui Shen
Spectrum Steganalysis of WAV Audio Streams / Qingzhong Liu ; Andrew H. Sung ; Mengyu Qiao
Audio-Based Emotion Recognition in Judicial Domain: A Multilayer Support Vector Machines Approach / E. Fersim ; E. Messina ; G. Arosio ; P. Archetti
Learning with a Quadruped Chopstick Robot / Wei-Chung Lee ; Jong-Chen Chen ; Shou-zhe Wu ; Kuo-Ming Lin
Dissimilarity Based Vector Space Embedding of Graphs Using Prototype Reduction Schemes / Kaspar Riesen ; Horst Bunke
Text Mining
Using Graph-Kernels to Represent Semantic Information in Text Classification / Teresa Gonçalves ; Paulo Quaresma
A General Framework of Feature Selection for Text Categorization / Hongfang Jing ; Bin Wang ; Yahui Yang ; Yan Xu
New Semantic Similarity Based Model for Text Clustering Using Extended Gloss Overlaps / Walaa K. Gad ; Mohamed S. Kamel
Aspects of Data Mining
Learning Betting Tips from UsersÆ Bet Selections / Erik Štrumbelj ; Marko Robnik Šikonja ; Igor Kononenko
An Approach to Web-Scale Named-Entity Disambiguation / Luís Sarmento ; Eugenio Oliveira
A General Learning Method for Automatic Title Extraction from HTML Pages / Sahar Changuel ; Nicolas Labroche ; Bernadette Bouchon-Meunier
Regional Pattern Discovery in Geo-referenced Datasets Using PCA / Oner Ulvi Celepcikay ; Christoph F. Eick ; Carlos Ordonez
Memory-Based Modeling of Seasonality for Prediction of Climatic Time Series / Daniel Nikovski ; Ganesan Ramachandran
A Neural Approach for SMEÆs Credit Risk Analysis in Turkey / Gülnur Derelioglu ; Fikret Gürgen ; Nesrin Okay
Assisting Data Mining through Automated Planning / Fernando Fernández ; Daniel Borrajo ; Susana Fernández ; David Manzano
Predictions with Confidence in Applications / Mikhail Dashevskiy ; Zhiyuan Luo
Data Mining in Medicine
Aligning Bayesian Network Classifiers with Medical Contexts / Linda C. van der Gaag ; Silja Renooij ; Ad Feelders ; Arend de Groote ; Marinus J.C. Eijkemans ; Frank J. Broekmans ; Bart C.J.M. Fauser
Assessing the Eligibility of Kidney Transplant Donors / Francisco Reinaldo ; Carlos Femandes ; Md. Anishur Rahman ; Andreia Malucelli ; Rui Camacho
Lung Nodules Classification in CT Images Using SimpsonÆs Index, Geometrical Measures and One-Class SVM / Cleriston Araujo da Silva ; Aristófanes Corrêa Silva ; Stelmo Magalhães Barros Netto ; Anselmo Cardoso de Faioa ; Geraldo Braz Junior ; Rodolfo Acatauassú Nunes
Author Index
Attribute Discretization and Data Preparation
Improved Comprehensibility and Reliability of Explanations via Restricted Halfspace Discretization / Klaus Truemper
Selection of Subsets of Ordered Features in Machine Learning / O. Seredin ; A. Kopylov ; V. Mottl
6.

電子ブック

EB
Petra Perner, Takeo Kanade, Germany) Institut für Bildverarbeitung und Angewandte Informatik (Leipzig
出版情報: Springer eBooks Computer Science , Springer Berlin / Heidelberg, 2005
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7.

電子ブック

EB
MLDM 2005, Atsushi Imiya, Takeo Kanade, Petra Perner
出版情報: Springer eBooks Computer Science , Springer Berlin / Heidelberg, 2005
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8.

電子ブック

EB
Sameer Singh, Chid Apte, Takeo Kanade, Petra Perner, Maneesha Singh
出版情報: Springer eBooks Computer Science , Springer Berlin / Heidelberg, 2005
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9.

電子ブック

EB
Petra Perner, Jorg Siekmann
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2007
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Invited Talk
Case Based Reasoning and the Search for Knowledge / Michael M. Richter
Aspects of Classification and Prediction
Subsets More Representative Than Random Ones / Ilia Nouretdinov
Concepts for Novelty Detection and Handling Based on a Case-Based Reasoning Process Scheme / Petra Perner
An Efficient Algorithm for Instance-Based Learning on Data Streams / Jurgen Beringer ; Eyke Hullermeier
Softening the Margin in Discrete SVM / Carlotta Orsenigo ; Carlo Vercellis
Feature Selection Using Ant Colony Optimization (ACO): A New Method and Comparative Study in the Application of Face Recognition System / Hamidreza Rashidy Kanan ; Karim Faez ; Sayyed Mostafa Taheri
Outlier Detection with Streaming Dyadic Decomposition / Chetan Gupta ; Robert Grossman
VISRED -Numerical Data Mining with Linear and Nonlinear Techniques / Antonio Dourado ; Edgar Ferreira ; Paulo Barbeiro
Clustering
Clustering by Random Projections / Thierry Urruty ; Chabane Djeraba ; Dan A. Simovici
Lightweight Clustering Technique for Distributed Data Mining Applications / Lamine M. Aouad ; Nhien-An Le-Khac ; Tahar M. Kechadi
Web Mining
Predicting Page Occurrence in a Click-Stream Data: Statistical and Rule-Based Approach / Petr Berka ; Martin Labsky
Improved IR in Cohesion Model for Link Detection System / Krishnamurthy Lakshmi ; Saswati Mukherjee
Improving a State-of-the-Art Named Entity Recognition System Using the World Wide Web / Richard Farkas ; Gyorgy Szarvas ; Robert Ormandi
Data Mining in Medicine
ISOR-2: A Case-Based Reasoning System to Explain Exceptional Dialysis Patients / Olga Vorobieva ; Alexander Rumyantsev ; Rainer Schmidt
The Role of Prototypical Cases in Biomedical Case-Based Reasoning / Isabelle Bichindaritz
Applications of Data Mining
A Search Space Reduction Methodology for Large Databases: A Case Study / Angel Kuri-Morales ; Fatima Rodriguez-Erazo
Combining Traditional and Neural-Based Techniques for Ink Feed Control in a Newspaper Printing Press / Cristofer Englund ; Antanas Verikas
Active Learning Strategies: A Case Study for Detection of Emotions in Speech / Alexis Bondu ; Vincent Lemaire ; Barbara Poulain
Neural Business Control System / Maria Lourdes Borrajo ; Juan M. Corchado ; Emilio S. Corchado ; M. Asumptio Pellicer
A Framework for Discovering and Analyzing Changing Customer Segments / Mirko Bottcher ; Martin Spott ; Detlef Nauck
Collaborative Filtering Using Electrical Resistance Network Models / Jerome Kunegis ; Stephan Schmidt
Visual Query and Exploration System for Temporal Relational Database / Shaul Ben Michael ; Ronen Feldman
Towards an Online Image-Based Tree Taxonomy / Paul M. de Zeeuw ; Elena Ranguelova ; Eric J. Pauwels
Distributed Generative Data Mining / Ruy Ramos ; Rui Camacho
Time Series and Frequent Pattern Mining
Privacy-Preserving Discovery of Frequent Patterns in Time Series / Josenildo Costa da Silva ; Matthias Klusch
Efficient Non Linear Time Series Prediction Using Non Linear Signal Analysis and Neural Networks in Chaotic Diode Resonator Circuits / Michalis P. Hanias ; Dimitrios A. Karras
Association Minnig
Using Disjunctions in Association Mining / Martin Ralbovsky ; Tomas Kuchar
Author Index
Invited Talk
Case Based Reasoning and the Search for Knowledge / Michael M. Richter
Aspects of Classification and Prediction
10.

電子ブック

EB
Petra Perner, Ovidio Salvetti
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2007
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Image Acquisition and Analysis of Hazardous Biological Material in Air / Christoph Sklarczyk ; Horst Perner ; Hans Rieder ; Walter Arnold ; Petra Perner
Geo-Thresholding for Segmentation of Fluorescent Microscopic Cell Images / Tuan D. Pham
Image Segmentation by Non-topological Erosion and Topological Expansion / Giuliana Ramella ; Gabriella Sanniti di Baja
Variability Analysis of the Large-Scale Structure of Interphase Chromatin Fiber Based on Statistical Shape Theory / Siwei Yang ; Sandra Gotze ; Julio Mateos-Langerak ; Roel van Driel ; Roland Eils ; Karl Rohr
Image Segmentation Using Histogram Fitting and Spatial Information / Da-Chuan Cheng ; Xiaoyi Jiang ; Arno Schmidt-Trucksass
Statistical Analysis of Microspectroscopy Signals for Algae Classification and Phylogenetic Comparison / Anna Tonazzini ; Primo Coltelli ; Paolo Gualtieri
Semi-automatic Semantic Tagging of 3D Images from Pancreas Cells / Suzanne Little ; Ovidio Salvetti
Combinatorial Synthesis of Thin Mixed Oxide-Films and Examinations of Their Piezoelectricity by Ultrasonic Piezo-Mode Imaging / Daniela Rende ; Wilhelm F. Maier ; Kerstin Schwarz ; Ute Rabe
A Novel Image Feature for Nuclear-Phase Classification in High Content Screening / Xiaobo Zhou
Object Detection in Watershed Partitioned Gray-Level Images / Maria Frucci
Finding Cells, Finding Molecules, Finding Patterns / Carolina Wahlby ; Patrick Karlsson ; Sara Henriksson ; Chatarina Larsson ; Mats Nilsson ; Ewert Bengtsson
Automatic Fuzzy-neural Based Segmentation of Microscopic Cell Images / Sara Colantonio ; Igor Gurevich
Real-Time Measurement and Analysis of Translational and Rotational Speeds of Moving Objects in Microscope Fields / Mauro Evangelisti ; Valtere Evangelista
A General Approach to Shape Characterization for Biomedical Problems / Davide Moroni
Statistical Analysis of Electrophoresis Time Series for Improving Basecalling in DNA Sequencing / Luigi Bedini
Semi-automated Mapping of Cell Nuclei in 3D-Stacks from Optical-Sectioning Microscopy / Martin Hess
Statistical Analysis of Myocyte Orientations of the Left Ventricular Myocardium / Kai Rothaus
Automatic Quality Control of Cereals in Particular Wheat-Subtask Detection of Hygiene-Relevant Parameters / Thomas Gunther
Author Index
Image Acquisition and Analysis of Hazardous Biological Material in Air / Christoph Sklarczyk ; Horst Perner ; Hans Rieder ; Walter Arnold ; Petra Perner
Geo-Thresholding for Segmentation of Fluorescent Microscopic Cell Images / Tuan D. Pham
Image Segmentation by Non-topological Erosion and Topological Expansion / Giuliana Ramella ; Gabriella Sanniti di Baja
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