KDD 2017 Workshops
139 Lectures · Aug 14, 2017
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6th International Workshop on Big Data, Streams and Heterogeneous Source Mining: Algorithms, Systems, Programming Models and Applications
Mining Online Networks and Communities
Dec 01, 2017
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1902 Views
BFSPMiner: An Effective and Efficient Batch-Free Algorithm for Mining Sequential...
Dec 01, 2017
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823 Views
Combining Multiple Decision Trees using a Similarity Approach
Dec 01, 2017
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957 Views
Analyzing Evolving Stories in News Articles
Dec 01, 2017
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770 Views
Learning from Real-World Data with TensorFlow
Dec 01, 2017
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1055 Views
AdaHash: Hashing Based Scalable, Adaptive Hierarchical Clustering of Streaming D...
Dec 01, 2017
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754 Views
Online Conformance Checking: Relating Event Streams to Process Models using Pref...
Dec 01, 2017
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717 Views
Big Data + Deep Learning = A Universal Solution?
Dec 01, 2017
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1029 Views
dLSTM: a new approach for anomaly detection using deep learning with delayed pre...
Dec 01, 2017
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1179 Views
The 2017 ACM SIGKDD Workshop on Causal Discovery
Advances in Causal-Based Feature Selection
Dec 01, 2017
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900 Views
On Causal Analysis for Heterogeneous Networks
Dec 01, 2017
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810 Views
Scoring Bayesian Networks of Mixed Variables
Dec 01, 2017
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846 Views
Comparison of Strategies for Scalable Causal Discovery of Latent Variable Models...
Dec 01, 2017
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729 Views
On Scoring Maximal Ancestral Graphs with the Max-Min Hill Climbing Algorithm
Dec 01, 2017
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894 Views
Constraint-based Causal Discovery with Mixed Data
Dec 01, 2017
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820 Views
KDD 2017 Workshop on Anomaly Detection in Finance
Uncovering Unknown Unknowns in Financial Services Big Data by Unsupervised Metho...
Dec 01, 2017
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725 Views
Targeted Profiling and Partial-Value Association for Anomaly Detection
Dec 01, 2017
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786 Views
Ensemble-based Anomaly Detection Using Cooperative Agreement
Dec 01, 2017
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826 Views
Real-time anomaly detection system for time series at scale
Dec 01, 2017
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1133 Views
Industry Perspectives
Dec 01, 2017
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709 Views
Industry Perspective on Anomaly Detection
Dec 01, 2017
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827 Views
Collective Fraud Detection Capturing Inter-Transaction Dependency
Dec 01, 2017
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864 Views
Anomaly detection with density estimation trees
Dec 01, 2017
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824 Views
Automated System for Data Attribute Anomaly Detection
Dec 01, 2017
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826 Views
Binned Kernels for Anomaly Detection in Multitimescale Data using Gaussian Proce...
Dec 01, 2017
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675 Views
Sleuthing for adverse outcomes using anomaly detection
Dec 01, 2017
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713 Views
Workshop on Advancing Education With Data
Human-Centered Clustering and Visualisation of Student Solutions for Personalize...
Dec 01, 2017
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701 Views
Large-Scale and Interpretable Collaborative Filtering for Educational Data
Dec 01, 2017
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793 Views
Enriching Course-Specific Regression Models with Content Features for Grade Pred...
Dec 01, 2017
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735 Views
Linearizing the Rasch Model
Dec 01, 2017
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733 Views
From Expert-Driven to Data-Driven Adaptive Learning
Dec 01, 2017
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922 Views
Predicting and Understanding Instructors’ Content Preferences with Latent Factor...
Dec 01, 2017
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716 Views
Transfer Learning for Education Data
Dec 01, 2017
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972 Views
Learning Analytics and Personalization
Dec 01, 2017
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752 Views
Learning to be Relevant
Dec 01, 2017
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849 Views
CollectiveTeach: A Platform for Integrating Web-based Educational Content into L...
Dec 01, 2017
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671 Views
Using Probabilistic Tag Modeling to Improve Recommendations
Dec 01, 2017
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825 Views
Automated Coaching in Online Learning
Dec 01, 2017
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742 Views
Analyzing Game-Based Collaborative Problem Solving with Computational Psychometr...
Dec 01, 2017
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755 Views
STEM-ming the Tide: Predicting STEM Attrition using Student Transcript Data
Dec 01, 2017
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812 Views
The 6th International Workshop on Urban Computing
Urban Computing: Enabling Intelligent Cities with AI and Big Data
Dec 01, 2017
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4411 Views
Household Segmentation by Load Shape and Daily Consumption
Dec 01, 2017
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826 Views
Automated Lane Detection in Crowds using Proximity Graphs
Dec 01, 2017
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676 Views
Who Will You Share a Ride With: Factors that Influence Trust of Potential Ridesh...
Dec 01, 2017
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758 Views
Deep Stacked Bidirectional and Unidirectional LSTM Recurrent Neural Network for ...
Dec 01, 2017
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1287 Views
Forecasting short-term taxi demand using boosting-GCRF
Dec 01, 2017
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772 Views
Predicting Traffic Accidents Through Heterogeneous Urban Data: A Case Study
Dec 01, 2017
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1143 Views
Cooperative Deep Reinforcement Learning for Traffic Signal Control
Dec 01, 2017
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1183 Views
Workshop on Interactive Data Exploration and Analytics (IDEA)
Interactive Machine Learning via Transparent Modeling: Putting Experts in the Dr...
Dec 01, 2017
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820 Views
Incorporating Feedback into Tree-based Anomaly Detection
Dec 01, 2017
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760 Views
Portable In-Browser Data Cube Exploration
Dec 01, 2017
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700 Views
Interactive intent modeling
Dec 01, 2017
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878 Views
KDD Data Science + Journalism Workshop 2017
Rookie: A unique approach for exploring news archives
Dec 01, 2017
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762 Views
Network analysis in journalism: Practices and possibilities
Dec 01, 2017
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921 Views
Extracting references from political speech auto-transcripts
Dec 01, 2017
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716 Views
Exploring the ideological nature of journalists' social networks on Twitter and ...
Dec 01, 2017
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674 Views
Identifying civilians killed by police with distantly supervised entity-event ex...
Dec 01, 2017
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805 Views
“Breaking” disasters: Predicting and characterizing the global news value of nat...
Dec 01, 2017
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802 Views
Everything I disagree with is #FakeNews: Correlating political polarization and ...
Dec 01, 2017
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758 Views
13th International Workshop on Mining and Learning with Graphs
Representing Higher-order Dependencies in Networks: Method, Application and Visu...
Dec 01, 2017
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858 Views
Distributed Graph Mining: Theory and Practice
Dec 01, 2017
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765 Views
HARP: Hierarchical Representation Learning for Networks
Dec 01, 2017
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976 Views
Neural Embeddings of Graphs in Hyperbolic Space
Dec 01, 2017
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1006 Views
Robust Diffusion Network Inference
Dec 01, 2017
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841 Views
A/B Testing in Networks with Adversarial Members
Dec 01, 2017
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751 Views
A task-driven approach to time scale detection in dynamic networks
Dec 01, 2017
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767 Views
Node Relevance in Signed Networks: Measurements and Applications
Dec 01, 2017
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868 Views
4th Workshop on Fairness, Accountability, Transparency in Machine Learning (FATML)
Racial Disparity in Natural Language Processing: A Case Study of Social Media Af...
Dec 01, 2017
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1313 Views
Calibrated fairness in bandits
Dec 01, 2017
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984 Views
The Authority of "Fair" in Machine Learning
Dec 01, 2017
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2798 Views
The Seen and Unseen Factors Influencing Knowledge in AI Systems
Dec 01, 2017
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1760 Views
Friends Don’t Let Friends Deploy Black-Box Models: Preventing Bias via Transpare...
Dec 01, 2017
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1408 Views
Runaway Feedback Loops in Predictive Policing
Dec 01, 2017
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986 Views
Fairness at Equilibrium in the Labor Market
Dec 01, 2017
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995 Views
From Parity to Preference-based Notions of Fairness in Classification
Dec 01, 2017
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904 Views
Logics and practices of transparency and opacity in real-world applications of p...
Dec 01, 2017
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1066 Views
Workshop on the Data Science for Intelligent Food, Energy, and Water
Food from Thought
Dec 01, 2017
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837 Views
Assessing Environmental Impacts of Shale-gas Development in an Area of Hydraulic...
Dec 01, 2017
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840 Views
Midwest Big Data Hub: Accelerating the Big Data Innovation Ecosystem
Dec 01, 2017
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930 Views
Window-based Fractal Dimension as Geospatial Data Type
Dec 01, 2017
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760 Views
Multitask Learning using Task Clustering with Applications to Predictive Modelin...
Dec 01, 2017
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805 Views
AI Challenge
Dec 01, 2017
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890 Views
Ensemble of Cubist models for soy yield prediction using soil features and remot...
Dec 01, 2017
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853 Views
SNP-based soybean variety selection
Dec 01, 2017
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828 Views
Data Analytics in Aquaculture
Dec 01, 2017
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1386 Views
1st ACM Workshop on Medical Informatics and Healthcare 2017
Medical Imaging Analytics, Informatics and Machine Learning in a Global Health A...
Dec 01, 2017
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789 Views
Presence and Relationships of Suicide Risk Factors on Twitter
Dec 01, 2017
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828 Views
Towards a reliable prediction of conversion from Mild Cognitive Impairment to Al...
Dec 01, 2017
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708 Views
An Integrated Database and Smart Search Tool for Medical Knowledge Extraction fr...
Dec 01, 2017
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790 Views
Visualizing Deep Learning Activations for Improved Malaria Cell Classification
Dec 01, 2017
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807 Views
1st Workshop on Big data analytics-as-a-Service: Architecture, Algorithms, and Applications in Health Informatics
Analysis of Online Health-Related User-Generated Content
Dec 01, 2017
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705 Views
Building Systems for Big Data Analytics: From SQL to Machine Learning and Graph ...
Dec 01, 2017
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780 Views
CloudMatcher: A Cloud/Crowd Service for Entity Matching
Dec 01, 2017
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759 Views
2-Way k-Means as a Model for Microbiome Samples
Dec 01, 2017
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728 Views
Distant Supervision with Transductive Learning for Adverse Drug Reaction Identif...
Dec 01, 2017
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706 Views
Challenges and Future Directions in Big Data Analytics and its Application in He...
Dec 01, 2017
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1027 Views
2nd International Workshop on Machine Learning Meets Fashion
Fashion and Style Discovery: object and material recognition from online photo ...
Dec 01, 2017
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787 Views
2nd ACM SIGKDD Workshop on Machine Learning for Prognostics and Health Management (ML for PHM 2017)
Machine Learning for Prognostics and Health Management - Challenges and Successe...
Dec 01, 2017
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1009 Views
Traffic sensor health monitoring using spatiotemporal graphical modeling
Dec 01, 2017
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790 Views
Generative Adversarial Network Applications for PHM
Dec 01, 2017
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881 Views
Enhanced production surveillance using probabilistic dynamic models
Dec 01, 2017
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710 Views
Traffic System Anomaly Detection using Spatiotemporal Pattern Networks
Dec 01, 2017
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742 Views
Semi-supervised Learning with Deep Generative Models for Asset Failure Predictio...
Dec 01, 2017
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861 Views
3rd SIGKDD Workshop on Mining and Learning from Time Series (MiLeTS)
Massive Online Analytics for the Internet of Things (IoT)
Dec 01, 2017
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825 Views
DECADE: A Deep Metric Learning Model for Multivariate Time Series
Dec 01, 2017
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827 Views
Robust Parameter-Free Season Length Detection in Time Series
Dec 01, 2017
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734 Views
Tracking in Dynamic Networks
Dec 01, 2017
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727 Views
Poster Highlights (Short Presentations)
Dec 01, 2017
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798 Views
Learning With Temporally Uncertain Labels
Dec 01, 2017
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755 Views
Online Thinning for High Volume Streaming Data
Dec 01, 2017
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764 Views
Coordination Event Detection and Initiator Identification in Time Series Data
Dec 01, 2017
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734 Views
Sub-string/Pattern Matching in Sub-linear Time Using a Sparse Fourier Transform ...
Dec 01, 2017
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817 Views
16th International Workshop on Data Mining in Bioinformatics
From Bioinformatics to Precision Medicine
Dec 01, 2017
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891 Views
Cost-sensitive Deep Learning for Early Readmission Prediction at A Major Hospit...
Dec 01, 2017
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723 Views
Improving the Prediction of Functional Outcome in Ischemic Stroke Patients
Dec 01, 2017
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799 Views
Ontology-based workflow extraction from texts using word sense disambiguation
Dec 01, 2017
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815 Views
Workshop on Issues of Sentiment Discovery and Opinion Mining (WISDOM)
Deep Learning for Contrasting Meaning Representation and Composition
Dec 01, 2017
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958 Views
Barycentric coordinates for ordinal sentiment classification
Dec 01, 2017
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681 Views
Viscovery: A Platform for Trend Tracking in Opinion Forums
Dec 01, 2017
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800 Views
A Hybrid Approach for Sentiment Analysis Applied to Paper
Dec 01, 2017
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828 Views
Creating Domain-Specific Sentiment Lexicons via Text Mining
Dec 01, 2017
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796 Views
2017 Edition of AdKDD and TargetAd
Optimal Reserve Price for Online Ads Trading Based on Inventory Identification
Dec 01, 2017
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832 Views
MM2RTB: Bring Multimedia Metrics to Real-Time Bidding
Dec 01, 2017
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793 Views
Data-Driven Reserve Prices for Social Advertising Auctions at LinkedIn
Dec 01, 2017
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822 Views
Cost-sensitive Learning for Utility Optimization in Online Advertising Auctions
Dec 01, 2017
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810 Views
Incrementality Bidding & Attribution
Dec 01, 2017
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3461 Views
Machine Learning and Causal Inference for Advertising Effectiveness
Dec 01, 2017
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1527 Views
Blacklisting the Blacklist in Online Advertising
Dec 01, 2017
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778 Views
An Ensemble-based Approach to Click-Through Rate Prediction for Promoted Listin...
Dec 01, 2017
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722 Views
Deep & Cross Network for Ad Click Predictions
Dec 01, 2017
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2325 Views
Profit Maximization for Online Advertising Demand-Side Platform
Dec 01, 2017
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811 Views
Learning from Logged Interventions
Dec 01, 2017
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896 Views
Attribution Modeling Increases Efficiency of Bidding in Display Advertising
Dec 01, 2017
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945 Views
Ranking and Calibrating Click-Attributed Purchases in Performance Display Advert...
Dec 01, 2017
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891 Views
The Broadening Participation in Data Mining Workshop (BPDM at KDD 2017)
Stacked Ensemble Models and Data Science Competitions
Dec 01, 2017
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917 Views
Mentoring Session Panel
Dec 01, 2017
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915 Views
Managing Research Team Panel
Dec 01, 2017
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1028 Views
Workshop on Machine Learning for Creativity
Learning to Make Stuff
Dec 01, 2017
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690 Views
Cultural Creativity
Dec 01, 2017
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661 Views