Advances in Knowledge Discovery and Data Mining [Elektronisk resurs] 19th Pacific-Asia Conference, PAKDD 2015, Ho Chi Minh City, Vietnam, May 19-22, 2015, Proceedings, Part I / edited by Tru Cao, Ee-Peng Lim, Zhi-Hua Zhou, Tu-Bao Ho, David Cheung, Hiroshi Motoda.
-
Cao, Tru. (redaktör/utgivare)
-
Lim, Ee-Peng. (redaktör/utgivare)
-
Zhou, Zhi-Hua. (redaktör/utgivare)
-
Ho, Tu-Bao. (redaktör/utgivare)
-
Cheung, David. (redaktör/utgivare)
-
Motoda, Hiroshi. (redaktör/utgivare)
-
SpringerLink (Online service)
- ISBN 9783319180380
- Publicerad: Cham : Springer International Publishing : 2015
- Engelska XXX, 763 p. 224 illus.
-
Serie: Lecture Notes in Computer Science, 0302-9743 ; 9077
- Relaterad länk:
-
http://dx.doi.org/10... (Table of Contents / Abstracts)
Innehållsförteckning
Sammanfattning
Ämnesord
Stäng
- Social Networks and Social Media -- Maximizing Friend-Making Likelihood for Social Activity Organization -- What Is New in Our City? A Framework for Event Extraction Using Social Media Posts -- Link Prediction in Aligned Heterogeneous Networks -- Scale-Adaptive Group Optimization for Social Activity Planning -- Influence Maximization Across Partially Aligned Heterogeneous Social Networks -- Multiple Factors-Aware Diffusion in Social Networks -- Understanding Community Effects on Information Diffusion -- On Burst Detection and Prediction in Retweeting Sequence -- Few Things About Idioms: Understanding Idioms and Its Users in the Twitter Online Social Network -- Retweeting Activity on Twitter: Signs of Reception -- Resampling-Based Gap Analysis for Detecting Nodes with High Centrality on Large Social Network -- Classification -- Double Ramp Loss Based Reject Option Classifier -- Efficient Methods for Multi-label Classification -- A Coupled k-Nearest Neighbor Algorithm for Multi-label Classification -- Learning Topic-Oriented Word Embedding for Query Classification -- Reliable Early Classification on Multivariate Time Series with Numerical and Categorical Attributes -- Distributed Document Representation for Document Classification -- Prediction of Emergency Events: A Multi-Task Multi-Label Learning Approach -- Nearest Neighbor Method Based on Local Distribution for Classification -- Immune Centroids Over-Sampling Method for Multi-Class Classification -- Optimizing Classifiers for Hypothetical Scenarios -- Repulsive-SVDD Classification -- Centroid-Means-Embedding: an Approach to Infusing Word Embeddings into Features for Text Classification -- Machine Learning -- Collaborating Differently on Different Topics: A Multi-Relational Approach to Multi-Task Learning -- Multi-Task Metric Learning on Network Data -- A Bayesian Nonparametric Approach to Multilevel Regression -- Learning Conditional Latent Structures from Multiple Data Sources -- Collaborative Multi-view Learning with Active Discriminative Prior for Recommendation -- Online and Stochastic Universal Gradient Methods for Minimizing Regularized Hölder Continuous Finite Sums in Machine Learning -- Context-Aware Detection of Sneaky Vandalism on Wikipedia Across Multiple Languages -- Uncovering the Latent Structures of Crowd Labeling -- Use Correlation Coefficients in Gaussian Process to Train Stable ELM Models -- Local Adaptive and Incremental Gaussian Mixture for Online Density Estimation -- Latent Space Tracking from Heterogeneous Data with an Application for Anomaly Detection -- A Learning-Rate Schedule for Stochastic Gradient Methods to Matrix Factorization -- Applications -- On Damage Identification in Civil Structures Using Tensor Analysis -- Predicting Smartphone Adoption in Social Networks -- Discovering the Impact of Urban Traffic Interventions Using Contrast Mining on Vehicle Trajectory Data -- Locating Self-collection Points for Last-mile Logistics using Public Transport Data -- A Stochastic Framework for Solar Irradiance Forecasting Using Condition Random Field -- Online Prediction of Chess Match Result -- Learning of Performance Measures from Crowd-Sourced Data with Application to Ranking of Investments -- Hierarchical Dirichlet Process for Tracking Complex Topical Structure Evolution and its Application to Autism Research Literature -- Automated Detection for Probable Homologous Foodborne Disease Outbreaks -- Identifying Hesitant and Interested Customers for Targeted Social Marketing -- Activity-Partner Recommendation -- Iterative Use of Weighted Voronoi Diagrams to Improve Scalability in Recommender Systems -- Novel Methods and Algorithms Principal Sensitivity Analysis -- SocNL: Bayesian Label Propagation with Confidence -- An Incremental Local Distribution Network for Unsupervised Learning -- Trend-Based Citation Count Prediction for Research Articles -- Mining Text Enriched Heterogeneous Citation Networks -- Boosting via Approaching Optimal Margin Distribution -- o-HETM: An Online Hierarchical Entity Topic Model for News Streams -- Modeling User Interest and Community Interest in Microbloggings: An Integrated Approach -- Minimal Jumping Emerging Patterns: Computation and Practical Assessment -- Factorisation -- An Empirical Study of Personal Factors and Social Effects on Rating Prediction.
- This two-volume set, LNAI 9077 + 9078, constitutes the refereed proceedings of the 19th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining, PAKDD 2015, held in Ho Chi Minh City, Vietnam, in May 2015. The proceedings contain 117 paper carefully reviewed and selected from 405 submissions. They have been organized in topical sections named: social networks and social media; classification; machine learning; applications; novel methods and algorithms; opinion mining and sentiment analysis; clustering; outlier and anomaly detection; mining uncertain and imprecise data; mining temporal and spatial data; feature extraction and selection; mining heterogeneous, high-dimensional, and sequential data; entity resolution and topic-modeling; itemset and high-performance data mining; and recommendations.
Ämnesord
- Computer science. (LCSH)
- Data mining. (LCSH)
- Information storage and retrieval systems. (LCSH)
- Artificial intelligence. (LCSH)
- Computer Science.
- Data Mining and Knowledge Discovery.
- Artificial Intelligence (incl. Robotics).
- Information Storage and Retrieval.
Klassifikation
- QA76.9.D343 (LCC)
- COM021030 (ämneskategori)
- 006.312 (DDC)
- Pud (kssb/8 (machine generated))
Inställningar
Hjälp
Titeln finns på 17 bibliotek.
Ange som favorit
-
Luleå universitetsbibliotek, Digitala resurser (LTUd)Ange som favorit
-
Bibliotekets webbplats
-
-
Läs hela (Online access for LTU) (Springer Lecture Notes in Computer Science eBooks)
Öppettider, adress m.m.
-
Mittuniversitetet, Digitala biblioteket (Miun)Ange som favorit
-
Bibliotekets webbplats
-
-
Läs hela (Online access for MIU) (Springer Nature Complete eBooks) (fulltext)
-
Läs hela (Online access for MIU) (Springer Lecture Notes in Computer Science eBooks) (fulltext)
Öppettider, adress m.m.
-
Umeå universitetsbibliotek, Digitala resurser (Qdig)Ange som favorit
-
Bibliotekets lokala katalog
-
-
Läs hela (Online access for UMUB) (fulltext) (Springer Lecture Notes in Computer Science)
Öppettider, adress m.m.
Ange som favorit
-
Karlstads universitetsbibliotek, Digitala resurser (Kdig)Ange som favorit
-
Titeln i bibliotekets lokala katalogKauLink
-
-
Läs hela (Online access for KaU) (Springer Lecture Notes in Computer Science eBooks) (fulltext)
-
Läs hela (Online access for KaU) (Springer eBooks (Computer Science/LNCS 2015)) (fulltext)
Öppettider, adress m.m.
-
Mälardalens universitet, Digitala resurser (Mdhd)Ange som favorit
-
Bibliotekets webbplats
-
-
Läs hela (Tillgänglig för användare inom Mälardalens högskola) (fulltext) (Springer Lecture Notes in Computer Science eBooks)
Öppettider, adress m.m.
-
Örebro universitetsbibliotek, Digitala resurser (Odig)Ange som favorit
-
-
Läs hela (Tillgänglig inom Örebro universitet och externt för studenter och anställda vid universitetet) (fulltext) (Lecture Notes in Computer Science)
Öppettider, adress m.m.
Ange som favorit
-
Stockholms universitetsbibliotek, Digitala resurser (Hdig)Ange som favorit
-
-
Läs hela (Tillgänglig för användare inom Stockholms universitet) (SpringerLink Books - AutoHoldings:Full Text)
Öppettider, adress m.m.
-
Patent- och registreringsverket, Biblioteket (Pvd)Ange som favorit
-
Bibliotekets lokala katalog
-
-
Läs hela (Tillgänglig på PRV) (Springer Lecture Notes in Computer Science eBooks) (fulltext)
Öppettider, adress m.m.
-
Kungliga Tekniska högskolan, E-resurser (Tdig)Ange som favorit
-
Bibliotekets lokala katalog
-
-
Läs hela (Online access for KTHB) (fulltext) (Springer)
Öppettider, adress m.m.
Ange som favorit
-
Högskolan i Jönköping, E-resurser (JonE)Ange som favorit
-
Titeln i bibliotekets lokala katalogGet it
-
-
Läs hela (Online access for JON) (fulltext) (Springer eBooks)
Öppettider, adress m.m.
-
Linköpings universitetsbibliotek, E-resurser (LiUd)Ange som favorit
-
Bibliotekets lokala katalog
-
-
Läs hela (Extern tillgång endast anställda och studenter vid LiU) (Springer Computer Science eBooks 2015 English/International) (Springer Lecture Notes in Computer Science eBooks)
Öppettider, adress m.m.
Ange som favorit
-
Göteborgs universitetsbibliotek, E-resurser (Gdix)Ange som favorit
-
Bibliotekets lokala katalogFind@GU
-
-
Läs hela (Tillgänglig för Göteborgs universitet / Online access for the University of Gothenburg) (Springer eBooks:Full Text)
Öppettider, adress m.m.
-
Högskolan i Borås, Biblioteket, Digitala resurser (Hibd)Ange som favorit
-
Bibliotekets lokala katalog
-
-
Läs hela (Tillgänglig för användare inom Högskolan i Borås) (fulltext) (Springer Lecture Notes in Computer Science eBooks)
Öppettider, adress m.m.
-
Chalmers tekniska högskola, E-resurser (Zdig)Ange som favorit
-
Bibliotekets lokala katalog
-
-
Läs hela (Online access for Chalmers) (Springer Computer Science eBooks 2015 English/International)
Öppettider, adress m.m.
Ange som favorit
-
Lunds universitets bibliotek, Digitala resurser (Ldix)Ange som favorit
-
Titeln i bibliotekets lokala katalog
-
-
Läs hela (Online access for Lund University) (Springer Lecture Notes in Computer Science eBooks) (Springer eBooks (Computer Science/LNCS 2015))
Utlånad?Öppettider, adress m.m.
-
Linnéuniversitetet, Universitetsbiblioteket, E-resurser (LnuE)Ange som favorit
-
Titeln i bibliotekets lokala katalog
-
-
Läs hela (Online access for Linnaeus University) (fulltext) (Springer Lecture Notes in Computer Science eBooks)
Öppettider, adress m.m.
-
Malmö universitetsbibliotek, E-resurser (Maud)Ange som favorit
-
Bibliotekets webbplats
-
-
Läs hela (Online access for MAU) (Springer Lecture Notes in Computer Science eBooks) (fulltext)
Öppettider, adress m.m.