عنوان

ECML PKDD 2018 workshops :

3030134628

3030134636

3030134644

9783030134624

9783030134631

9783030134648

9783030134624

ECML PKDD 2018 workshops :

[Book]

MIDAS 2018 and PAP 2018, Dublin, Ireland, September 10-14, 2018, proceedings /

Carlos Alzate, Anna Monreale (eds.).

Cham, Switzerland :

Springer,

[2019]

1 online resource (x, 171 pages)

Lecture notes in artificial intelligence

LNCS sublibrary: SL7 - Artificial intelligence

11054.

0302-9743 ;

A Multivariate and Multi-step ahead Machine Learning Approach to Traditional and Cryptocurrencies Volatility Forecasting -- Calibrating the Mean-reversion Parameter in the Hull-White Model Using NeuralNetworks -- Deep Factor Model-Explaining Deep Learning Decisions for Forecasting Stock Returns with Layer-wise Relevance Propagation -- A Comparison of Neural Network Methods for Accurate Sentiment Analysis of Stock Market Tweets -- A Progressive Resampling Algorithm for Finding Very Sparse Investment Portfolios -- ICIE 1.0: A Novel Tool for Interactive Contextual Interaction Explanations -- Testing for Self-excitation in Financial Events: A Bayesian Approach -- A Web Crawling Environment to Support Financial Strategies and Trend Correlation -- A differential privacy workflow for inference of parameters in the Rasch model -- Privacy Preserving Client/Vertical-Servers Classification -- Privacy Risk for Individual Basket Patterns -- Exploring Students Eating Habits through Individual Profiling and Clustering Analysis.

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This book constitutes revised selected papers from two workshops held at the 18th European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2018, in Dublin, Ireland, in September 2018, namely: MIDAS 2018 - Third Workshop on Mining Data for Financial Applications and PAP 2018 - Second International Workshop on Personal Analytics and Privacy. The 12 papers presented in this volume were carefully reviewed and selected from a total of 17 submissions.

Springer Nature

com.springer.onix.9783030134631

9783030134624

9783030134648

Big data-- Security measures, Congresses.

Data mining, Congresses.

Data protection, Congresses.

Finance-- Data processing, Congresses.

Data mining.

Data protection.

Finance-- Data processing.

Machine learning.

COM004000

UYQ

UYQ

Alzate, Carlos

Bioglio, Livio

Bitetta, Valerio

Bordino, Ilaria

Caldarelli, Guido

Ferretti, Andrea

Guidotti, Riccardo

Gullo, Francesco

Monreale, Anna

Pascolutti, Stefano

Pensa, Ruggero G

Robardet, Celine

Squartini, Tiziano

ECML PKDD (Conference)(2018 :, Dublin, Ireland)

MIDAS (Workshop)(3rd :2018 :, Dublin, Ireland)

PAP (Workshop)(2nd :2018 :, Dublin, Ireland)

20200823083250.0

pn

[Book]

Y