عنوان

New frontiers in mining complex patterns :

3319786792

3319786806

9783319786797

9783319786803

9783319786797

New frontiers in mining complex patterns :

[Book]

6th International Workshop, NFMCP 2017, held in conjunction with ECML-PKDD 2017, Skopje, Macedonia, September 18-22, 2017, Revised selected papers /

Annalisa Appice, Corrado Loglisci, Giuseppe Manco, Elio Masciari, Zbigniew W. Ras (eds.).

Cham :

Springer,

2018.

1 online resource (xii, 197 pages) :

illustrations

Lecture notes in artificial intelligence

Lecture notes in computer science,

LNCS sublibrary. SL 7, Artificial intelligence

10785

0302-9743 ;

Learning Association Rules for Pharmacogenomic Studies -- Segment-Removal Based Stuttered Speech Remediation -- Identifying lncRNA-disease Relationships via Heterogeneous Clustering -- Density Estimators for Positive-Unlabeled Learning -- Combinatorial Optimization Algorithms to Mine a Sub-Matrix of Maximal Sum -- A Scaled-Correlation Based Approach for Defining and analyzing functional networks -- Complex Localization in the Multiple Instance Learning Context -- Integrating a Framework for Discovering Alternative App Stores in a Mobile App Monitoring Platform -- Usefulness of Unsupervised Ensemble Learning Methods for Time Series Forecasting of Aggregated or Clustered Load -- Phenotype Prediction with Semi-supervised Classification Trees -- Structuring the Output Space in Multi-label Classification by Using Feature Ranking -- Infinite Mixtures of Markov Chains -- Community-based Semantic Subgroup Discovery.

0

This book features a collection of revised and significantly extended versions of the papers accepted for presentation at the 6th International Workshop on New Frontiers in Mining Complex Patterns, NFMCP 2017, held in conjunction with ECML-PKDD 2017 in Skopje, Macedonia, in September 2017. The book is composed of five parts: feature selection and induction; classification prediction; clustering; pattern discovery; applications. The workshop was aimed at discussing and introducing new algorithmic foundations and representation formalisms in complex pattern discovery. Finally, it encouraged the integration of recent results from existing fields, such as Statistics, Machine Learning and Big Data Analytics.

Springer Nature

com.springer.onix.9783319786803

9783319786797

NFMCP 2017

Data mining, Congresses.

Pattern recognition systems, Congresses.

Algorithms & data structures.

Artificial intelligence.

Computers-- Data Processing.

Computers-- Database Management-- Data Mining.

Computers-- Intelligence (AI) & Semantics.

Computers-- Logic Design.

Data mining.

Data mining.

Pattern recognition systems.

Society & social sciences.

COM021030

UNF

UNF

UYQE

UYQE

Appice, Annalisa

Loglisci, Corrado

Manco, Giuseppe

Masciari, Elio

Raś, Zbigniew

NFMCP (Workshop)(6th :2017 :, Skopje, North Macedonia)

ECML PKDD (Conference)(2017 :, Skopje, North Macedonia)

20200823113630.0

pn

[Book]

Y