عنوان

Advances in intelligent data analysis XVII :

شابک

3030017680

شابک

3030017699

شابک

9783030017682

شابک

9783030017699

شابک اشتباه

3030017672

شابک اشتباه

9783030017675

عنوان اصلي

Advances in intelligent data analysis XVII :

نام عام مواد

[Book]

ساير اطلاعات عنواني

17th International Symposium, IDA 2018, 's-Hertogenbosch, the Netherlands, October 24-26, 2018, Proceedings /

نام نخستين پديدآور

Wouter Duivesteijn, Arno Siebes, Antti Ukkonen (eds.).

محل نشرو پخش و غیره

Cham, Switzerland :

نام ناشر، پخش کننده و غيره

Springer,

تاریخ نشرو بخش و غیره

2018.

نام خاص و کميت اثر

1 online resource (xiii, 394 pages) :

ساير جزييات

illustrations.

عنوان فروست

Lecture notes in computer science ;

عنوان فروست

LNCS sublibrary. SL 3, Information systems and applications, incl. Internet/Web, and HCI

مشخصه جلد

11191

متن يادداشت

Includes author index.

متن يادداشت

International conference proceedings.

متن يادداشت

Elements of an Automatic Data Scientist -- The Need for Interpretability Biases Open Data Science -- Automatic POI Matching Using an Outlier Detection Based Approach -- Fact Checking from Natural Text with Probabilistic Soft Logic -- ConvoMap: Using Convolution to Order Boolean Data -- Training Neural Networks to distinguish craving smokers, non-craving smokers, and non-smokers -- Missing Data Imputation via Denoising Autoencoders: the untold story -- Online Non-Linear Gradient Boosting in Multi-Latent Spaces -- MDP-based Itinerary Recommendation using Geo-Tagged Social Media -- Multiview Learning of Weighted Majority Vote by Bregman Divergence Minimization -- Non-Negative Local Sparse Coding for Subspace Clustering -- Pushing the Envelope in Overlapping Communities Detection.-Right for the Right Reason: Training Agnostic Networks -- Link Prediction in Multi-Layer Networks and its Application to Drug Design -- A hierarchical Ornstein-Uhlenbeck model for stochastic time series analysis -- Analysing the footprint of classi_ers in overlapped and imbalanced contexts -- Tree-based Cost Sensitive Methods for Fraud Detection in Imbalanced Data -- Reduction Stumps for Multi-Class Classification -- Decomposition of quantitative Gaifman graphs as a data analysis tool -- Exploring the Effects of Data Distribution in Missing Data Imputation -- Communication-free Widened Learning of Bayesian Network Classifiers Using Hashed Fiedler Vectors -- Expert finding in Citizen Science platform for biodiversity monitoring via weighted PageRank algorithm -- Random forests with latent variables to foster feature selection in the context of highly correlated variables. Illustration with a bioinformatics application.-Don't Rule Out Simple Models Prematurely: a Large Scale Benchmark Comparing Linear and Non-linear Classifiers in OpenML -- Detecting Shifts in Public Opinion: a big data study of global news content -- Biased Embeddings from Wild Data: Measuring, Understanding and Removing -- Real-Time Excavation Detection at Construction Sites using Deep Learning -- COBRAS: Interactive Clustering with Pairwise Queries -- Automatically Wrangling Spreadsheets into Machine Learning Data Formats -- Learned Feature Generation for Molecules.

بدون عنوان

0

متن يادداشت

This book constitutes the conference proceedings of the 17th International Symposium on Intelligent Data Analysis, which was held in October 2018 in 's-Hertogenbosch, the Netherlands. The traditional focus of the IDA symposium series is on end-to-end intelligent support for data analysis. The 29 full papers presented in this book were carefully reviewed and selected from 65 submissions. The papers cover all aspects of intelligent data analysis, including papers on intelligent support for modeling and analyzing data from complex, dynamical systems.

منبع سفارش / آدرس اشتراک

Springer Nature

شماره انبار

com.springer.onix.9783030017682

عنوان

Advances in intelligent data analysis XVII.

شماره استاندارد بين المللي کتاب و موسيقي

9783030017675

عنوان اصلي به زبان ديگر

IDA 2018

موضوع مستند نشده

Mathematical statistics-- Data processing, Congresses.

موضوع مستند نشده

Mathematical statistics, Congresses.

موضوع مستند نشده

Pattern recognition systems, Congresses.

موضوع مستند نشده

Artificial Intelligence.

موضوع مستند نشده

Computer Applications.

موضوع مستند نشده

Database Management.

موضوع مستند نشده

Information Systems and Communication Service.

موضوع مستند نشده

Computer networking & communications.

موضوع مستند نشده

Computers-- Computer Science.

موضوع مستند نشده

Computers-- Data Processing.

موضوع مستند نشده

Computers-- Database Management-- General.

موضوع مستند نشده

Computers-- Online Services-- General.

موضوع مستند نشده

Databases.

موضوع مستند نشده

Information technology: general issues.

موضوع مستند نشده

Mathematical statistics-- Data processing.

موضوع مستند نشده

Mathematical statistics.

موضوع مستند نشده

Pattern recognition systems.

موضوع مستند نشده

Program concepts-- learning to program.

موضوع مستند نشده

COM021000

موضوع مستند نشده

UMT

موضوع مستند نشده

UN

موضوع مستند نشده

UN

شماره

ويراست

شماره رده

مستند نام اشخاص تاييد نشده

Duivesteijn, Wouter

مستند نام اشخاص تاييد نشده

Siebes, Arno,1958-

مستند نام اشخاص تاييد نشده

Ukkonen, Antti

مستند نام تنالگان تاييد نشده

International Symposium on Intelligent Data Analysis(17th :2018 :, 's-Hertogenbosch, Netherlands)

تاريخ عمليات

20200823073418.0

قواعد فهرست نويسي ( بخش توصيفي )

pn

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y