Machine Learning and Knowledge Discovery in Databases European Conference, ECML PKDD 2017, Skopje, Macedonia, September 18-22, 2017, Proceedings, Part III /
| Corporate Author: | |
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| Other Authors: | , , , , , , , , |
| Format: | eBook |
| Language: | English |
| Published: |
Cham :
Springer International Publishing : Imprint: Springer,
2017.
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| Edition: | 1st ed. 2017. |
| Series: | Lecture Notes in Artificial Intelligence ;
10536 |
| Subjects: | |
| Online Access: | https://doi.org/10.1007/978-3-319-71273-4 |
Table of Contents:
- 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.