KDD Madness Paper IDs

Paper ID No. (see the chairsview of the Sheridan/ACM submission system for the submission ID#s)	Title of Accepted Paper, Poster, Panel, Abstract, Invited Talk or Keynote	For Sheridan Printing Use
Keynote
key11rl	Nine Real Hard Problems We'd Like You to Solve
key12jh	Mining Heterogeneous Information Networks: The Next Frontier
key15mj	Divide-and-Conquer and Statistical Inference for Big Data
key13mk	Experiments in Social Computation (and the Data They Generate)
Research Session A1	*PageRank and social networks*
rt181	Rise and Fall Patterns of Information Diffusion: Model and Implications
rt258	Efficient Personalized PageRank with Accuracy Assurance
rt693	PageRank on an Evolving Graph
rt798lt	Information Diffusion and External Influence in Networks
rt934s	The Missing Models: a Data-Driven Approach for Learning How Networks Grow
Research Session A2	*Pattern mining*
rt242	Finding Minimum Representative Pattern Sets
rt373s	Mining Emerging Patterns by Streaming Feature Selection
rt547s	Linear Space Direct Pattern Sampling using Coupling From The Past
rt880	Mining Top-K High Utility Itemsets
rt887s	Sampling Minimal Frequent Boolean (DNF) Patterns
Research Session A3	*Probabilistic models*
rt213	The Contextual Focused Topic Model
rt485	Practical Collapsed Variational Bayes Inference for Hierarchical Dirichlet Process
rt506	Overlapping Decomposition for Causal Graphical Modeling
rt640	TM-LDA: Efficient Online Modeling of Latent Topic Transitions in Social Media
rt688	Multi-View Clustering Using Mixture Models in Subspace Projections
Research Session A4	*Supervised learning*
rt141	A Simple Methodology for Soft Cost-sensitive Classification
rt022	Intelligible Models for Classification and Regression
rt494s	NASA: Achieving Lower Regrets and Faster Rates via Adaptive Stepsizes
rt671	Learning in Non-stationary Environments with Class Imbalance
rt782	Linear Support Vector Machines via Dual Cached Loops
Industry/Govt Track A5	*Mobile Computing* Session Chair: Dr. Yu Zheng
idg446	Discovering Regions of Different Functions in a City Using Human Mobility and POIs
idg404	Constructing Popular Routes from Uncertain Trajectories
idg633	GetJar Mobile Application Recommendations with Very Sparse Datasets
idg077	Differentially Private Transit Data Publication: A Case Study on the Montreal Transportation System
Asia-Pacific Track A6	*Asia-Pacific session 1*
ap06d	Interaction and Collective Intelligence in Internet Computing
ap04m	Building an Engine for Big Data
ap11bz	A New Challenge of Information Processing under the 21st Century
ap03g	Developing Data Mining Applications
Research Session B1	*Social opinions*
rt456	Learning from Crowds in the Presence of Schools of Thought
rt609	Social Sampling
rt620	From User Comments to On-line Conversations
rt099	eTrust: Understanding Trust Evolution in an Online World
Research Session B2	*Time series*
rt012	Searching and Mining Trillions of Time Series Subsequences under Dynamic Time Warping
rt183	Fast Mining and Forecasting of Complex Time-Stamped Events
rt758	Mining Recent Temporal Patterns for Event Detection in Multivariate Time Series Data
rt794	A Shapelet Transform for Time Series Classification
Research Session B3	*Matrices and tensors*
rt092	Accelerated Singular Value Thresholding for Matrix Completion
rt351s	Fast Bregman Divergence NMF using Taylor Expansion and Coordinate Descent
rt356s	GigaTensor: Scaling Tensor Analysis Up By 100 Times - Algorithms and Discoveries
rt464	Active Learning for Online Bayesian Matrix Factorization
Research Session B4	*Unsupervised learning*
rt078	A Sparsity-Inducing Formulation for Evolutionary Co-Clustering
rt163s	Detecting Changes of Clustering Structures Using Normalized Maximum Likelihood Coding
rt550	Subspace Correlation Clustering: Finding Locally Correlated Dimensions in Subspace Projections of the Data
rt580	Dependency Clustering Across Measurement Scales
Industry/Govt Track B5	*Social network analysis* Session Chair: Dr. Amol Ghoting
idg100	A Framework for Summarizing and Analyzing Twitter Feeds
idg358	Entity-Centric Topic-Oriented Opinion Summarization in Twitter
idg461	Community Discovery and Profiling with Social Messages
idg362	Finding Trending Local Topics in Search Queries for Personalization of a Recommendation System
Industrial Practice Expo B6	*Industrial Practice Expo session 1*
ipe3ys	China's National Personal Credit Scoring System: A Real-Life Intelligent Knowledge Application
ipe1rh	Maximizing Return and Minimizing Cost with the Right Decision Management Systems
Research Session C1	*Social and web mining applications*
rt104	Efficient and Domain-Invariant Competitor Mining
rt301	Discriminative Clustering for Market Segmentation
rt376	Interacting Viruses in Networks: Can Both Survive
rt835	Aggregating Web Offers to Determine Product Prices
Research Session C2	*Event mining*
rt397	Mining Event Periodicity from Incomplete Observations
rt398	Towards Heterogeneous Temporal Clinical Event Pattern Discovery:A Convolutional Approach
rt470	The Long and the Short of It: Summarising Event Sequences with Serial Episodes
rt558	Efficient Event Pattern Matching with Match Windows
Research Session C3	*Matrix approximation*
rt380	Optimal Exact Least Squares Rank Minimization
rt435s	Large-scale Distributed Non-negative Sparse Coding and Sparse Dictionary Learning
rt749	Learning Binary Codes for Collaborative Filtering
rt931	Low Rank Modeling of Signed Networks
Research Session C4	*Supervised learning with multivariate data*
rt636	A Structural Cluster Kernel for Learning on Graphs
rt723	Multi-Label Hypothesis Reuse
rt819	Rank-Loss Support Instance Machines for MIML Instance Annotation
rt920	Inductive Multi-task Learning with Multiple View Data
Industry/Govt Track C5	*Web applications* Session Chair: Dr.Enhong Chen
idg813	Scalable Misbehavior Detection in Online Video Chat Services
idg219	Keyword-Propagation-Based Information Enriching and Noise Removal for Web News Videos
idg210	Harnessing the Wisdom of the Crowds for Accurate Web Page Clipping
idg548	Bootstrapped Language Identification For Multi-Site Internet Domains
Industrial Practice Expo C6	*Industrial Practice Expo session 2*
ipe7wy	Semantic Search and a New Moore's Law Effect in Knowledge Engineering
ipe6cp	Key Lessons Learned Building Recommender Systems for Large-Scale Social Networks
Research Session A1	*Community mining*
rt145	Magnet Community Identification on Social Networks
rt218	Vertex Neighborhoods, Low Conductance Cuts, and Good Seeds for Local Community Methods
rt379	Overlapping Community Detection via Bounded Nonnegative Matrix Tri-Factorization
rt563	DEMON: A Local-First Discovery Method for Overlapping Communities
rt917	On the Separability of Structural Classes of Communities
Research Session A2	*Sequential and spatio-temporal patterns*
rt682	Discovering Lag Intervals for Temporal Dependencies
rt716	Testing the Significance of Spatio-temporalTeleconnection Patterns
rt752	SeqiBloc: Mining Multi-time Spanning Blockmodels in Dynamic Graphs
rt780	USpan: An Efficient Algorithm for Mining High Utility Sequential Patterns
rt935	Mining Large-Scale, Sparse GPS Traces for Map Inference: Comparison of Approaches
Research Session A3	*Personalization and recommendation*
rt086s	Transparent User Models for Personalization
rt127	Estimating Entity Importance via Counting Set Covers
rt136s	ComSoc: Adaptive Transfer of User Behaviors over Composite Social Network
rt833	Online Learning to Diversify from Implicit Feedback
rt913	Playlist Prediction via Metric Embedding
Research Session A4	*Supervised learning with auxilliary information*
rt226	Parallel Field Ranking
rt288	Semi-Supervised Learning with Mixed Knowledge Information
rt515	Batch Mode Active Sampling based on Marginal Probability Distribution Matching
rt540lt	SPG-GMKL: Generalized Multiple Kernel Learning with a Million Kernels
rt552	Efficient Evaluation of Large Sequence Kernels
Industry/Govt Track A5	*Computational advertising* Session Chair: Dr. Ron Kohavi
idg900	Estimating Conversion Rate in Display Advertising from Past erformance Data
idg789	Multimedia Features for Click Prediction of New Ads in Display Advertising
idg549	Trustworthy Online Controlled Experiments: Five Puzzling Outcomes Explained
idg413	Position-Normalized Click Prediction in Search Advertising
idg600	Bid Optimizing and Inventory Scoring in Targeted Online Advertising
Asia-Pacific Track A6	*Asia-Pacific session 2*
ap07j	Algorithms for Mining Uncertain Graph Data
ap02p	Experience with Discovering Knowledge by Acquiring it
ap10n	Bayesian Relational Data Analysis
ap08z	Cross-Media Knowledge Discovery
Research Session B1	*Review, discussion, and Q & A*
rt041	Review Spam Detection via Temporal Pattern Discovery
rt177	Selecting a Characteristic Set of Reviews
rt314	Mining Contentions from Discussions and Debates
rt909	Discovering Value from Community Activity on Focused Question Answering Sites: A Case Study of Stack Overflow
Research Session B2	*Outlier and intrusion detection*
rt110	Integrating Community Matching and Outlier Detection for Mining Evolutionary Community Outliers
rt601	Different Slopes for Different Folks
rt613	A Near-linear Time Approximation Algorithm for Angle-based Outlier Detection in High-dimensional Data
rt781	Intrusion as (Anti)social Communication: Characterization and Detection
Research Session B3	*Feature selection*
rt087	Robust Multi-Task Feature Learning
rt098	Unsupervised Feature Selection for Linked Social Media Data
rt284	Model Mining for Robust Feature Selection
rt696	Feature Grouping and Selection Over an Undirected Graph
Research Session B4	*Nearest neighbors*
rt216	Maximum Inner-Product Search Using Cone Trees
rt465	A Probabilistic Model for Multimodal Hash Function Learning
rt473	On Socio-Spatial Group Query for Location-Based Social Networks
rt680	Random Forests for Metric Learning with Implicit Pairwise Position Dependence
Industry/Govt Track B5	*Business intelligence* Session Chair: Dr. Sreenivas Gollapudi
idg354	Empowering Authors to Diagnose Comprehension Burden in Textbooks
idg275	Coupled Behavior Analysis for Capturing Coupling Relationships in Group-based Market Manipulations
idg147	HySAD: A Semi-Supervised Hybrid Shilling Attack Detector for Trustworthy Product Recommendation
idg639	Following the Electrons: Methods for Power Management in Commercial Buildings
Industrial Practice Expo B6	*Industrial Practice Expo session 3*
ipe2gw	Ensembles and Model Delivery for Tax Compliance
ipe5sd	Leveraging Predictive Modeling to Reduce Signal Theft in a Multi-Service Organization Environment
Research Session C1	*Team, trends, and social profiling*
rt209s	Capacitated Team Formation Problem on Social Networks
rt614	Finding Trendsetters in Information Networks
rt089	Towards Social User Profiling: Unified and Discriminative Influence Model for Inferring Home Locations
rt890	Event-based Social Networks: Linking the Online and Offline Social Worlds
Research Session C2	*Privacy*
rt394	Differential Identifiability
rt419	Anonymizing Set-Valued Data by Nonreciprocal Recoding
rt429	Adversarial Support Vector Machine Learning
Research Session C3	*Supervised learning applications*
rt200	Web Image Prediction Using Multivariate Point Processes
rt532	Transductive Multi-label Ensemble Classification for Protein Function Prediction
rt756	Multi-Domain Active Learning for Text Classification
rt796	Modeling Disease Progression via Fused Sparse Group Lasso
Research Session C4	*Information extraction*
rt080	Open Domain Event Extraction from Twitter
rt582	Stratified K-means Clustering Over A Deep Web Data Source
rt760	Metro Maps of Science
rt929	Active Sampling for Entity Matching
Industry/Govt Track C5	*Medical informatics* Session Chair: Dr. Jimeng Sun
idg895	An Integrated Data Mining Approach to Real-time Clinical Monitoring and Deterioration Warning
idg341	Multi-Source Learning for Joint Analysis of Incomplete Multi-Modality Neuroimaging Data
idg375	RainMon: An Integrated Approach to Mining BurstyTimeseries Monitoring Data
idg266	SympGraph: A Framework for Mining Clinical Notes through Symptom Relation Graphs
Industrial Practice Expo C6	*Industrial Practice Expo session 4*
ipe4cj	Experiences and Lessons in Developing Industry-Strength Machine Learning and Data Mining Software
Research Session A1	*Ads and video recommendation*
rt235	Joint Optimization of Bid and Budget Allocation in Sponsored Search
rt591	The Untold Story of the Clones: Content-agnostic Factors that Impact YouTube Video Popularity
rt720	SHALE: An Efficient Algorithm for Allocation of Guaranteed Display Advertising
rt893	Factoring Past Exposure in Display Advertising Targeting
rt907	Online Allocation of Display Ads with Smooth Delivery
Research Session A2	*Graph mining*
rt325	Streaming Graph Partitioning for Large Distributed Graphs
rt353	RolX: Structural Role Extraction & Mining in Large Graphs
rt414	Fast Algorithms for Maximal Clique Enumeration with Limited Memory
rt469	Summarization-based Mining Bipartite Graphs
rt497	Mining Coherent Subgraphs in Multi-Layer Graphs with Edge Labels
Research Session A3	*Recommendation*
rt371	Circle-based Recommendation in Online Social Networks
rt459	Incorporating Heterogeneous Information for Personalized Tag Recommendation in Social Tagging Systems
rt535s	Cross-domain Collaboration Recommendation
rt727	RecMax: Exploiting Recommender Systems for Fun and Profit
rt901	Learning Personal + Social Latent Factor Model For Social Recommendation
Research Session A4	*Clustering*
rt492	Two Approaches To Understanding When Constraints Help Clustering
rt531	Chromatic Correlation Clustering
rt593	Locally-Scaled Spectral Clustering using Empty Region Graphs
rt607	Active Spectral Clustering via Iterative Uncertainty Reduction
rt740	Integrating Meta-Path Selection with User-Guided Object Clustering in Heterogeneous Information Networks
Industry/Govt Track A5	*Intelligent systems* Session Chair: Dr. Brian Dalessandro
idg561	Design Principles of Massive, Robust Prediction Systems
idg315	PatentMiner: Topic-driven Patent Analysis and Mining
idg630	Storytelling in Entity Networks to Support Intelligence Analysts
idg811	A Framework for Robust Discovery of Entity Synonyms
idg541	SmartDispatch: Enabling Efficient Ticket Dispatch in an IT Service Environment
Asia-Pacific Track A6	*Asia-Pacific Session 3*
ap12	Social Media Data Analysis for Revealing Collective Behaviors
ap01m	Information Processing in Social Networks
ap09g	Understanding Users' Satisfaction for Search Engine Evaluation
ap05c	Similarity Search in Real World Networks
Research Session B1	*Keywords and documents*
rt424	Large-Scale Learning of Word Relatedness with Constraints
rt512	Latent Association Analysis of Document Pairs
rt522	LIEGE: Link Entities in Web Lists with Knowledge Base
rt836	Automatic Taxonomy Construction from Keywords
Research Session B2	*Patterns*
rt277	An Enhanced Relevance Criterion For More Concise Supervised Pattern Discovery
rt467	Efficient Frequent Item Counting in Multi-Core Hardware
rt510	On Nested Palindromes in Clickstream Data
Research Session B3	*Spatial and pattern recognition*
rt054	Mining Discriminative Components With Low-Rank And Sparsity Constraints for Face Recognition
rt569	Fast Algorithms for Comprehensive N-point Correlation Estimates
rt843	On "One of the Few" Objects
Demonstration Track	*Demonstration Track*
de1201	BC-PDM: Data Mining, Social Network Analysis and Text Mining System Based on Cloud Computing
de1204	Query-Driven Discovery of Semantically Similar Substructures in Heterogeneous Networks
de1207	DAGger: Clustering Correlated Uncertain Data (to predict asset failure in energy networks)
de1210	UFIMT: An Uncertain Frequent Itemset Mining Toolbox
de1213	Visual Exploration of Collaboration Networks based on Graph Degeneracy
de1216	TourViz: Interactive Visualization of Connection Pathways in Large Graphs
de1219	D-INDEX: a Web Environment for Analyzing Dependences among Scientific Collaborators
de1222	Information Propagation Game: a Tool to Acquire Human Playing Data for MultiPlayer Influence Maximization on Social Networks
de1225	MoodLens: An Emoticon-Based Sentiment Analysis System for Chinese Tweets
de1228	Intelligent Advertising Framework for Digital Signage
de1231	AssocExplorer: An Association Rule Visualization System for Exploratory Data Analysis
de1234	GeoSearch: Georeferenced Video Retrieval System
de1237	Siren: An Interactive Tool for Mining and Visualizing Geospatial Redescriptions
de1240	Navigating Information Facets on Twitter (NIF-T)
de1243	HeteRecom: A Semantic-based Recommendation Systemin Heterogeneous Networks
de1246	VOXSUP: A Social Engagement Framework
de1249	A System for Extracting Top-K Lists from the Web
de1252	EventSearch: A System for Event Discovery and Retrieval on Multi-Type Historical Data
de1255	EvaPlanner: An Evacuation Planner with Social-based Flocking Kinetics
de1258	PubMed Search and Exploration with Real-Time Semantic Network Construction