Advances in Intelligent Data Analysis XVII - Lecture Notes in Computer Science
Latest Publications

TOTAL DOCUMENTS

(FIVE YEARS 0)

H-INDEX

(FIVE YEARS 0)

Published By Springer International Publishing

9783030017675, 9783030017682

Latest Documents Most Cited Documents Contributed Authors Related Sources Related Keywords

Tree-Based Cost Sensitive Methods for Fraud Detection in Imbalanced Data

Advances in Intelligent Data Analysis XVII - Lecture Notes in Computer Science ◽

10.1007/978-3-030-01768-2_18 ◽

2018 ◽

pp. 213-224

Author(s):

Guillaume Metzler ◽

Xavier Badiche ◽

Brahim Belkasmi ◽

Elisa Fromont ◽

Amaury Habrard ◽

...

Keyword(s):

Imbalanced Data ◽

Fraud Detection

Download Full-text

Random Forests with Latent Variables to Foster Feature Selection in the Context of Highly Correlated Variables. Illustration with a Bioinformatics Application.

Advances in Intelligent Data Analysis XVII - Lecture Notes in Computer Science ◽

10.1007/978-3-030-01768-2_24 ◽

2018 ◽

pp. 290-302

Author(s):

Christine Sinoquet ◽

Kamel Mekhnacha

Keyword(s):

Feature Selection ◽

Random Forests ◽

Latent Variables ◽

Correlated Variables ◽

Bioinformatics Application ◽

Highly Correlated

Download Full-text

Reduction Stumps for Multi-class Classification

Advances in Intelligent Data Analysis XVII - Lecture Notes in Computer Science ◽

10.1007/978-3-030-01768-2_19 ◽

2018 ◽

pp. 225-237

Author(s):

Felix Mohr ◽

Marcel Wever ◽

Eyke Hüllermeier

Keyword(s):

Multi Class Classification

Download Full-text

Automatically Wrangling Spreadsheets into Machine Learning Data Formats

Advances in Intelligent Data Analysis XVII - Lecture Notes in Computer Science ◽

10.1007/978-3-030-01768-2_30 ◽

2018 ◽

pp. 367-379 ◽

Cited By ~ 2

Author(s):

Gust Verbruggen ◽

Luc De Raedt

Keyword(s):

Machine Learning ◽

Data Formats ◽

Learning Data

Download Full-text

Automatic POI Matching Using an Outlier Detection Based Approach

Advances in Intelligent Data Analysis XVII - Lecture Notes in Computer Science ◽

10.1007/978-3-030-01768-2_4 ◽

2018 ◽

pp. 40-51 ◽

Cited By ~ 1

Author(s):

Alexandre Almeida ◽

Ana Alves ◽

Rui Gomes

Keyword(s):

Outlier Detection

Download Full-text

Non-negative Local Sparse Coding for Subspace Clustering

Advances in Intelligent Data Analysis XVII - Lecture Notes in Computer Science ◽

10.1007/978-3-030-01768-2_12 ◽

2018 ◽

pp. 137-150 ◽

Cited By ~ 1

Author(s):

Babak Hosseini ◽

Barbara Hammer

Keyword(s):

Sparse Coding ◽

Subspace Clustering

Download Full-text

A Hierarchical Ornstein-Uhlenbeck Model for Stochastic Time Series Analysis

Advances in Intelligent Data Analysis XVII - Lecture Notes in Computer Science ◽

10.1007/978-3-030-01768-2_16 ◽

2018 ◽

pp. 188-199 ◽

Cited By ~ 1

Author(s):

Ville Laitinen ◽

Leo Lahti

Keyword(s):

Time Series ◽

Time Series Analysis ◽

Series Analysis ◽

Stochastic Time Series ◽

Stochastic Time

Download Full-text

Don’t Rule Out Simple Models Prematurely: A Large Scale Benchmark Comparing Linear and Non-linear Classifiers in OpenML

Advances in Intelligent Data Analysis XVII - Lecture Notes in Computer Science ◽

10.1007/978-3-030-01768-2_25 ◽

2018 ◽

pp. 303-315 ◽

Cited By ~ 3

Author(s):

Benjamin Strang ◽

Peter van der Putten ◽

Jan N. van Rijn ◽

Frank Hutter

Keyword(s):

Large Scale ◽

Linear Classifiers ◽

Non Linear ◽

Rule Out ◽

Simple Models

Download Full-text

Decomposition of Quantitative Gaifman Graphs as a Data Analysis Tool

Advances in Intelligent Data Analysis XVII - Lecture Notes in Computer Science ◽

10.1007/978-3-030-01768-2_20 ◽

2018 ◽

pp. 238-250

Author(s):

José Luis Balcázar ◽

Marie Ely Piceno ◽

Laura Rodríguez-Navas

Keyword(s):

Data Analysis ◽

Analysis Tool ◽

Data Analysis Tool

Download Full-text

MDP-based Itinerary Recommendation using Geo-Tagged Social Media

Advances in Intelligent Data Analysis XVII - Lecture Notes in Computer Science ◽

10.1007/978-3-030-01768-2_10 ◽

2018 ◽

pp. 111-123 ◽

Cited By ~ 1

Author(s):

Radhika Gaonkar ◽

Maryam Tavakol ◽

Ulf Brefeld

Keyword(s):

Social Media ◽

Itinerary Recommendation

Download Full-text

Advances in Intelligent Data Analysis XVII - Lecture Notes in Computer ScienceLatest Publications

TOTAL DOCUMENTS

H-INDEX

Published By Springer International Publishing

Tree-Based Cost Sensitive Methods for Fraud Detection in Imbalanced Data

Random Forests with Latent Variables to Foster Feature Selection in the Context of Highly Correlated Variables. Illustration with a Bioinformatics Application.

Reduction Stumps for Multi-class Classification

Automatically Wrangling Spreadsheets into Machine Learning Data Formats

Automatic POI Matching Using an Outlier Detection Based Approach

Non-negative Local Sparse Coding for Subspace Clustering

A Hierarchical Ornstein-Uhlenbeck Model for Stochastic Time Series Analysis

Don’t Rule Out Simple Models Prematurely: A Large Scale Benchmark Comparing Linear and Non-linear Classifiers in OpenML

Decomposition of Quantitative Gaifman Graphs as a Data Analysis Tool

MDP-based Itinerary Recommendation using Geo-Tagged Social Media

Advances in Intelligent Data Analysis XVII - Lecture Notes in Computer Science
Latest Publications