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05734nam a22005055i 4500 |
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978-3-319-71273-4 |
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20191025142021.0 |
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cr nn 008mamaa |
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171229s2017 gw | s |||| 0|eng d |
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|a 9783319712734
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|a 10.1007/978-3-319-71273-4
|2 doi
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|a Sistema de Bibliotecas del Tecnológico de Costa Rica
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| 245 |
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|a Machine Learning and Knowledge Discovery in Databases
|b European Conference, ECML PKDD 2017, Skopje, Macedonia, September 18-22, 2017, Proceedings, Part III /
|c edited by Yasemin Altun, Kamalika Das, Taneli Mielikäinen, Donato Malerba, Jerzy Stefanowski, Jesse Read, Marinka Žitnik, Michelangelo Ceci, Sašo Džeroski.
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| 250 |
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|a 1st ed. 2017.
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| 260 |
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|a Cham :
|b Springer International Publishing :
|b Imprint: Springer,
|c 2017.
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| 300 |
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|a XXXV, 448 p. 144 illus.
|b online resource.
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| 336 |
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|a text
|b txt
|2 rdacontent
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|a computer
|b c
|2 rdamedia
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| 338 |
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|a online resource
|b cr
|2 rdacarrier
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| 490 |
1 |
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|a Lecture Notes in Artificial Intelligence ;
|v 10536
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| 505 |
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|a Applied Data Science track -- A Novel Framework for Online Sales Burst Prediction -- Analyzing Granger causality in climate data with time series classification methods -- Automatic Detection and Recognition of Individuals in Patterned Species -- Boosting Based Multiple Kernel Learning and Transfer Regression for Electricity Load Forecasting -- CREST - Risk Prediction for Clostridium Difficile Infection Using Multimodal Data Mining -- DC-Prophet: Predicting Catastrophic Machine Failures in DataCenters -- Disjoint-Support Factors and Seasonality Estimation in E-Commerce -- Event Detection and Summarization using Phrase Networks: PhraseNet -- Generalising Random Forest Parameter Optimisation to Include Stability and Cost -- Have It Both Ways - from A/B Testing to A&B Testing with Exceptional Model Mining -- Koopman spectral kernels for comparing complex dynamics: Application to multiagent sport plays -- Modeling the Temporal Nature of Human Behavior for Demographics Prediction -- MRNet-Product2Vec: A Multi-task Recurrent Neural Network for Product Embeddings -- Optimal client recommendation for market makers in illiquid financial products -- Predicting Self-reported Customer Satisfaction of Interactions with a Corporate Call Center -- Probabilistic Inference of Twitter Users' Age based on What They Follow -- Quantifying Heterogeneous Causal Treatment Effects in World Bank Development Finance Projects -- RSSI Based Supervised Learning for Uncooperative Direction-Finding -- Sequential Keystroke Behavioral Biometrics for User Identification via Multi-view Deep Learning -- Session-Based Fraud Detection in Online E-Commerce Transactions Using Recurrent Neural Networks -- SINAS: Suspect Investigation Using Offenders' Activity Space -- Stance Classification of Tweets using Skip Char NGrams -- Structural Semantic Models for Automatic Analysis of Urban Areas -- Taking it for a Test Drive: A Hybrid Spatio-temporal Model for Wildlife Poaching Prediction Evaluated through a Controlled Field Test -- Unsupervised signature extraction from forensic logs -- Urban Water Flow and Water Level Prediction based on Deep Learning -- Using Machine Learning for Labour Market Intelligence -- Nectar track -- Activity-Driven Influence Maximization in Social Networks -- An AI Planning System for Data Cleaning -- Comparing hypotheses on sequential behavior: A Bayesian approach and its applications -- Data-driven Approaches for Smart Parking -- Image representation, annotation and retrieval with predictive clustering trees -- Music Generation Using Bayesian Networks -- Phenotype Inference from Text and Genomic Data -- Process-based Modeling and Design of Dynamical Systems -- QuickScorer: Efficient Traversal of Large Ensembles of Decision Trees -- Recent Advances in Kernel-Based Graph Classification -- Demo track -- ASK-the-Expert: Active learning based knowledge discovery using the expert -- Delve: A Data set Retrieval and Document Analysis System -- Framework for Exploring and Understanding Multivariate Correlations -- Lit@EVE: Explainable Recommendation based on Wikipedia Concept Vectors -- Monitoring Physical Activity and Mental Stress using Wrist-worn Device and a Smartphone -- Tetrahedron: Barycentric Measure Visualizer -- TF Boosted Trees: A scalable TensorFlow based framework for gradient boosting -- TrajViz: A Tool for Visualizing Patterns and Anomalies in Trajectory -- TrAnET: Tracking and Analyzing the Evolution of Topics in Information Networks -- WHODID: Web-based interface for Human-assisted factory Operations in fault Detection, Identification and Diagnosis.
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| 650 |
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0 |
|a Data mining.
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| 650 |
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0 |
|a Artificial intelligence.
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| 650 |
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0 |
|a Optical data processing.
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| 650 |
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0 |
|a Application software.
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| 650 |
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0 |
|a Computer security.
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| 650 |
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0 |
|a Computers.
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| 650 |
1 |
4 |
|a Data Mining and Knowledge Discovery.
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| 650 |
2 |
4 |
|a Artificial Intelligence.
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| 650 |
2 |
4 |
|a Image Processing and Computer Vision.
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| 650 |
2 |
4 |
|a Information Systems Applications (incl. Internet).
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| 650 |
2 |
4 |
|a Systems and Data Security.
|
| 650 |
2 |
4 |
|a Computing Milieux.
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| 700 |
1 |
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|a Altun, Yasemin.
|e editor.
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| 700 |
1 |
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|a Das, Kamalika.
|e editor.
|
| 700 |
1 |
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|a Mielikäinen, Taneli.
|e editor.
|
| 700 |
1 |
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|a Malerba, Donato.
|e editor.
|
| 700 |
1 |
|
|a Stefanowski, Jerzy.
|e editor.
|
| 700 |
1 |
|
|a Read, Jesse.
|e editor.
|
| 700 |
1 |
|
|a Žitnik, Marinka.
|e editor.
|
| 700 |
1 |
|
|a Ceci, Michelangelo.
|e editor.
|0 (orcid)0000-0002-6690-7583
|1 https://orcid.org/0000-0002-6690-7583
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| 700 |
1 |
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|a Džeroski, Sašo.
|e editor.
|
| 710 |
2 |
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|a SpringerLink (Online service)
|
| 773 |
0 |
|
|t Springer eBooks
|
| 856 |
4 |
0 |
|u https://doi.org/10.1007/978-3-319-71273-4
|