Dimitrios Gunopulos

According to our database1, Dimitrios Gunopulos authored at least 251 papers between 1994 and 2018.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of two.

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Bibliography

2018
Learning patterns for discovering domain-oriented opinion words.
Knowl. Inf. Syst., 2018

REMI: A framework of reusable elements for mining heterogeneous data with missing information - A Tale of Congestion in Two Smart Cities.
J. Intell. Inf. Syst., 2018

Attendance Maximization for Successful Social Event Planning.
CoRR, 2018

Low-Rank Methods in Event Detection.
CoRR, 2018

Social Event Scheduling.
CoRR, 2018

Evaluating the Health State of Urban Areas Using Multi-source Heterogeneous Data.
Proceedings of the 19th IEEE International Symposium on "A World of Wireless, 2018

Corridor Learning Using Individual Trajectories.
Proceedings of the 19th IEEE International Conference on Mobile Data Management, 2018

Crowd-Based Ecofriendly Trip Planning.
Proceedings of the 19th IEEE International Conference on Mobile Data Management, 2018

Dione: A Framework for Automatic Profiling and Tuning Big Data Applications.
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

Detection and Delineation of Events and Sub-Events in Social Networks.
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

Social Event Scheduling.
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

CIKM 2018 Co-Located Workshops Summary.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

2017
Top-k Retrieval Techniques in Distributed Sensor Systems.
Proceedings of the Encyclopedia of GIS., 2017

Trajectories, Discovering Similar.
Proceedings of the Encyclopedia of GIS., 2017

Mobile Object Indexing.
Proceedings of the Encyclopedia of GIS., 2017

Indexing Spatiotemporal Archives.
Proceedings of the Encyclopedia of GIS., 2017

Mining Competitors from Large Unstructured Datasets.
IEEE Trans. Knowl. Data Eng., 2017

Efficient and timely misinformation blocking under varying cost constraints.
Online Social Networks and Media, 2017

Mining Urban Data (Part C).
Inf. Syst., 2017

Understanding Online Political Networks: The Case of the Far-Right and Far-Left in Greece.
Proceedings of the Social Informatics, 2017

Influence Maximization in a Many Cascades World.
Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017

Discovering Corridors From GPS Trajectories.
Proceedings of the 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2017

An efficient technique for event location identification using multiple sources of urban data.
Proceedings of the 1st ACM SIGSPATIAL Workshop on Recommendations for Location-based Services and Social Networks, 2017

Urban Travel Time Prediction using a Small Number of GPS Floating Cars.
Proceedings of the 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2017

REMI, Reusable Elements for Multi-Level Information Availability: Demo.
Proceedings of the 11th ACM International Conference on Distributed and Event-based Systems, 2017

Revealing the Hidden Links in Content Networks: An Application to Event Discovery.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

2016
Processing Top-k Dominating Queries in Metric Spaces.
ACM Trans. Database Syst., 2016

Home is where your friends are: Utilizing the social graph to locate twitter users in a city.
Inf. Syst., 2016

Mining Urban Data (Part B).
Inf. Syst., 2016

Intelligent Urban Data Monitoring for Smart Cities.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016


On Topic Aware Recommendation to Increase Popularity in Microblogging Services (Short Paper).
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2016 Conferences, 2016

Real-Time and Cost-Effective Limitation of Misinformation Propagation.
Proceedings of the IEEE 17th International Conference on Mobile Data Management, 2016

City-Scale Map Creation and Updating using GPS Collections.
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

State Detection Using Adaptive Human Sensor Sampling.
Proceedings of the Fourth AAAI Conference on Human Computation and Crowdsourcing, 2016

LOCAl: a personalized cache mechanism for location-based social networks.
Proceedings of the 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, GIS 2016, Burlingame, California, USA, October 31, 2016

Knowledge-based trajectory completion from sparse GPS samples.
Proceedings of the 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, GIS 2016, Burlingame, California, USA, October 31, 2016

Dynamic Load Balancing Techniques for Distributed Complex Event Processing Systems.
Proceedings of the Distributed Applications and Interoperable Systems, 2016

First Story Detection using Entities and Relations.
Proceedings of the COLING 2016, 2016

Detecting Events in Online Social Networks: Definitions, Trends and Challenges.
Proceedings of the Solving Large Scale Learning Tasks. Challenges and Algorithms, 2016

Mining hidden constrained streams in practice: Informed search in dynamic filter spaces.
Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2016

2015
Embedding-based subsequence matching with gaps-range-tolerances: a Query-By-Humming application.
VLDB J., 2015

Language agnostic meme-filtering for hashtag-based social network analysis.
Social Netw. Analys. Mining, 2015

Anima: Adaptive Personalized Software Keyboard.
CoRR, 2015

Elastic Processing of Analytical Query Workloads on IaaS Clouds.
CoRR, 2015

Twitter Floods when it Rains: A Case Study of the UK Floods in early 2014.
Proceedings of the 24th International Conference on World Wide Web Companion, 2015

Towards Detection of Faulty Traffic Sensors in Real-Time.
Proceedings of the 2nd International Workshop on Mining Urban Data co-located with 32nd International Conference on Machine Learning (ICML 2015), 2015

Evaluating Distance Measures for Trajectories in the Mobile Setting.
Proceedings of the 2nd International Workshop on Mining Urban Data co-located with 32nd International Conference on Machine Learning (ICML 2015), 2015

Insights on a Scalable and Dynamic Traffic Management System.
Proceedings of the 18th International Conference on Extending Database Technology, 2015

Elastic complex event processing exploiting prediction.
Proceedings of the 2015 IEEE International Conference on Big Data, 2015

2014
Supporting historic queries in sensor networks with flash storage.
Inf. Syst., 2014

A Decomposition Framework for Computing and Querying Multidimensional OLAP Data Cubes over Probabilistic Relational Data.
Fundam. Inform., 2014

A Faceted Crawler for the Twitter Service.
Proceedings of the Web Information Systems Engineering - WISE 2014, 2014

Predicting Download Directories for Web Resources.
Proceedings of the 4th International Conference on Web Intelligence, 2014

Mining Twitter Data with Resource Constraints.
Proceedings of the 2014 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT), Warsaw, Poland, August 11-14, 2014, 2014

SensorBench: benchmarking approaches to processing wireless sensor network data.
Proceedings of the Conference on Scientific and Statistical Database Management, 2014

A burstiness-aware approach for document dating.
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

Tree-based Distance Clustering over Distributed Database Objects.
Proceedings of the 22nd Italian Symposium on Advanced Database Systems, 2014

Heterogeneous Stream Processing and Crowdsourcing for Traffic Monitoring: Highlights.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014

Defining a mobile architecture for structural health monitoring.
Proceedings of the 7th International Conference on PErvasive Technologies Related to Assistive Environments, 2014

Exploiting Heterogeneous Data Sources: A Computing Paradigm for Live Web and Sustainability Applications.
Proceedings of the Applied Algorithms - First International Conference, 2014

Skyline Ranking à la IR.
Proceedings of the Workshops of the EDBT/ICDT 2014 Joint Conference (EDBT/ICDT 2014), 2014

Addressing the Sparsity of Location Information on Twitter.
Proceedings of the Workshops of the EDBT/ICDT 2014 Joint Conference (EDBT/ICDT 2014), 2014

Heterogeneous Stream Processing and Crowdsourcing for Urban Traffic Management.
Proceedings of the 17th International Conference on Extending Database Technology, 2014

#tag: Meme or event?
Proceedings of the 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2014

Time Series Data Classification.
Proceedings of the Data Classification: Algorithms and Applications, 2014

2013
Crowdsourced Trace Similarity with Smartphones.
IEEE Trans. Knowl. Data Eng., 2013

SmartMonitor: Using Smart Devices to Perform Structural Health Monitoring.
PVLDB, 2013

A novel distributed framework for optimizing query routing trees in wireless sensor networks via optimal operator placement.
J. Comput. Syst. Sci., 2013

Event Detection from Social Media Data.
IEEE Data Eng. Bull., 2013

A UI Prototype for Emotion-Based Event Detection in the Live Web.
Proceedings of the Human-Computer Interaction and Knowledge Discovery in Complex, Unstructured, Big Data, 2013

STEM: a spatio-temporal miner for bursty activity.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

Using smart mobile devices for monitoring in assistive environments.
Proceedings of the 6th International Conference on PErvasive Technologies Related to Assistive Environments, 2013

Analyzing Massive Streaming Heterogeneous Data: Towards a New Computing Model for Computational Sustainability.
Proceedings of the Model and Data Engineering - Third International Conference, 2013

An architecture for detecting events in real-time using massive heterogeneous data sources.
Proceedings of the 2nd International Workshop on Big Data, 2013

SkyDiver: a framework for skyline diversification.
Proceedings of the Joint 2013 EDBT/ICDT Conferences, 2013

Efficient event detection by exploiting crowds.
Proceedings of the 7th ACM International Conference on Distributed Event-Based Systems, 2013

How the live web feels about events.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

Self-adaptive event recognition for intelligent transport management.
Proceedings of the 2013 IEEE International Conference on Big Data, 2013

Time-Series Data Clustering.
Data Clustering: Algorithms and Applications, 2013

2012
On The Spatiotemporal Burstiness of Terms.
PVLDB, 2012

Hum-a-song: A Subsequence Matching with Gaps-Range-Tolerances Query-By-Humming System.
PVLDB, 2012

Guest editors' introduction: special issue of selected papers from ECML PKDD 2011.
Machine Learning, 2012

Guest Editors' Introduction: special issue of selected papers from ECML PKDD 2011.
Data Min. Knowl. Discov., 2012

On The Spatiotemporal Burstiness of Terms
CoRR, 2012

Finding representative objects using link analysis ranking.
Proceedings of the 5th International Conference on PErvasive Technologies Related to Assistive Environments, 2012

A survey of query-by-humming similarity methods.
Proceedings of the 5th International Conference on PErvasive Technologies Related to Assistive Environments, 2012

New Subspace Clustering Problems in the Smartphone Era.
Proceedings of the 3rd MultiClust Workshop: Discovering, 2012

Misco: A System for Data Analysis Applications on Networks of Smartphones Using MapReduce.
Proceedings of the 13th IEEE International Conference on Mobile Data Management, 2012

Efficient and domain-invariant competitor mining.
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

Location Extraction from Social Networks with Commodity Software and Online Data.
Proceedings of the 12th IEEE International Conference on Data Mining Workshops, 2012

Similarity in (spatial, temporal and) spatio-temporal datasets.
Proceedings of the 15th International Conference on Extending Database Technology, 2012

2011
Embedding-based subsequence matching in time-series databases.
ACM Trans. Database Syst., 2011

A Subsequence Matching with Gaps-Range-Tolerances Framework: A Query-By-Humming Application.
PVLDB, 2011

Rank-Aware Crawling of Hidden Web sites.
Proceedings of the 14th International Workshop on the Web and Databases 2011, 2011

Computing Multidimensional OLAP Data Cubes over Probabilistic Relational Data: A Decomposition Approach.
Proceedings of the Sistemi Evoluti per Basi di Dati, 2011

Data Clustering on a Network of Mobile Smartphones.
Proceedings of the 11th Annual International Symposium on Applications and the Internet, 2011

Model-based search in large time series databases.
Proceedings of the PETRA 2011, 2011

Extending query languages for in-network query processing.
Proceedings of the Tenth ACM International Workshop on Data Engineering for Wireless and Mobile Access, 2011

Disclosure-Free GPS Trace Search in Smartphone Networks.
Proceedings of the 12th IEEE International Conference on Mobile Data Management, 2011

Deploying In-Network Data Analysis Techniques in Sensor Networks.
Proceedings of the 12th IEEE International Conference on Mobile Data Management, 2011

SmartTrace: Finding similar trajectories in smartphone networks without disclosing the traces.
Proceedings of the 27th International Conference on Data Engineering, 2011

Scheduling for real-time mobile MapReduce systems.
Proceedings of the Fifth ACM International Conference on Distributed Event-Based Systems, 2011

2010
Mining Time Series Data.
Proceedings of the Data Mining and Knowledge Discovery Handbook, 2nd ed., 2010

An Access Cost-Aware Approach for Object Retrieval over Multiple Sources.
PVLDB, 2010

Interactive recommendations in social endorsement networks.
Proceedings of the 2010 ACM Conference on Recommender Systems, 2010

Efficient Confident Search in Large Review Corpora.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2010

Misco: a MapReduce framework for mobile systems.
Proceedings of the 3rd International Conference on Pervasive Technologies Related to Assistive Environments, 2010

Minimum-hot-spot query trees for wireless sensor networks.
Proceedings of the Ninth ACM International Workshop on Data Engineering for Wireless and Mobile Access, 2010

A Distributed Technique for Dynamic Operator Placement in Wireless Sensor Networks.
Proceedings of the Eleventh International Conference on Mobile Data Management, 2010

Finding effectors in social networks.
Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010

Optimizing Query Routing Trees in Wireless Sensor Networks.
Proceedings of the 22nd IEEE International Conference on Tools with Artificial Intelligence, 2010

Efficiently Computing and Querying Multidimensional OLAP Data Cubes over Probabilistic Relational Data.
Proceedings of the Advances in Databases and Information Systems, 2010

2009
Clustering Overview and Applications.
Proceedings of the Encyclopedia of Database Systems, 2009

Cluster and Distance Measure.
Proceedings of the Encyclopedia of Database Systems, 2009

Locally Adaptive Techniques for Pattern Classification.
Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009

Anytime measures for top-k algorithms on exact and fuzzy data sets.
VLDB J., 2009

ACM TKDD special issue ACM SIGKDD 2007 and ACM SIGKDD 2008.
TKDD, 2009

Reference-Based Alignment in Large Sequence Databases.
PVLDB, 2009

Mining frequent arrangements of temporal intervals.
Knowl. Inf. Syst., 2009

Finding the K highest-ranked answers in a distributed network.
Computer Networks, 2009

Searching for events in the blogosphere.
Proceedings of the 18th International Conference on World Wide Web, 2009

Applying Electromagnetic Field Theory Concepts to Clustering with Constraints.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2009

Operator Placement for Snapshot Multi-predicate Queries in Wireless Sensor Networks.
Proceedings of the MDM 2009, 2009

On burstiness-aware search for document sequences.
Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009

2008
Top-k Retrieval Techniques in Distributed Sensor Systems.
Proceedings of the Encyclopedia of GIS., 2008

Trajectories, Discovering Similar.
Proceedings of the Encyclopedia of GIS., 2008

Mobile Object Indexing.
Proceedings of the Encyclopedia of GIS., 2008

Indexing Spatio-temporal Archives.
Proceedings of the Encyclopedia of GIS., 2008

On computing temporal aggregates with range predicates.
ACM Trans. Database Syst., 2008

Streaming Time Series Summarization Using User-Defined Amnesic Functions.
IEEE Trans. Knowl. Data Eng., 2008

A clustering framework based on subjective and objective validity criteria.
TKDD, 2008

Approximate embedding-based subsequence matching of time series.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2008

QoS Aware Dependable Distributed Stream Processing.
Proceedings of the 11th IEEE International Symposium on Object-Oriented Real-Time Distributed Computing (ISORC 2008), 2008

Region Sampling: Continuous Adaptive Sampling on Sensor Networks.
Proceedings of the 24th International Conference on Data Engineering, 2008

2007
A Survey of Stream Processing Problems and Techniques in Sensor Networks.
Proceedings of the Data Streams - Models and Algorithms, 2007

pFusion: A P2P Architecture for Internet-Scale Content-Based Search and Retrieval.
IEEE Trans. Parallel Distrib. Syst., 2007

Efficient Approximate Query Processing in Peer-to-Peer Networks.
IEEE Trans. Knowl. Data Eng., 2007

Introduction to special issue ACM SIGKDD 2006.
TKDD, 2007

Distributed middleware architectures for scalable media services.
J. Network and Computer Applications, 2007

Improving process models by discovering decision points.
Inf. Syst., 2007

Locally adaptive metrics for clustering high dimensional data.
Data Min. Knowl. Discov., 2007

Ad-hoc Top-k Query Answering for Data Streams.
Proceedings of the 33rd International Conference on Very Large Data Bases, 2007

Anytime Measures for Top-k Algorithms.
Proceedings of the 33rd International Conference on Very Large Data Bases, 2007

Reliable Hierarchical Data Storage in Sensor Networks.
Proceedings of the 19th International Conference on Scientific and Statistical Database Management, 2007

Online Distribution Estimation for Streaming Data: Framework and Applications.
Proceedings of the Fifteenth Italian Symposium on Advanced Database Systems, 2007

Efficient and effective explanation of change in hierarchical summaries.
Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007

Efficient Data Sampling in Heterogeneous Peer-to-Peer Networks.
Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

Parsimonious Explanations of Change in Hierarchical Data.
Proceedings of the 23rd International Conference on Data Engineering, 2007

2006
Indexing Multidimensional Time-Series.
VLDB J., 2006

Indexing spatiotemporal archives.
VLDB J., 2006

Efficient indexing data structures for flash-based sensor devices.
TOS, 2006

Resilient and energy efficient tracking in sensor networks.
IJWMC, 2006

Efficient information compression in sensor networks.
IJSNet, 2006

Online Outlier Detection in Sensor Data Using Non-Parametric Models.
Proceedings of the 32nd International Conference on Very Large Data Bases, 2006

Answering Top-k Queries Using Views.
Proceedings of the 32nd International Conference on Very Large Data Bases, 2006

Efficient Online State Tracking Using Sensor Networks.
Proceedings of the 7th International Conference on Mobile Data Management (MDM 2006), 2006

Business Processes: Behavior Prediction and Capturing Reasons for Evolution.
Proceedings of the ICEIS 2006, 2006

Approximating Aggregation Queries in Peer-to-Peer Networks.
Proceedings of the 22nd International Conference on Data Engineering, 2006

Online Information Compression in Sensor Networks.
Proceedings of IEEE International Conference on Communications, 2006

Knowledge Aquisition and Data Storage in Mobile GeoSensor Networks.
Proceedings of the GeoSensor Networks, Second International Conference, 2006

Distributed spatio-temporal similarity search.
Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, 2006

2005
Indexing mobile objects using dual transformations.
VLDB J., 2005

Selectivity estimators for multidimensional range queries over real attributes.
VLDB J., 2005

Large margin nearest neighbor classifiers.
IEEE Trans. Neural Networks, 2005

Reminiscences on influential papers.
SIGMOD Record, 2005

Elastic Translation Invariant Matching of Trajectories.
Machine Learning, 2005

Exploiting locality for scalable information retrieval in peer-to-peer networks.
Inf. Syst., 2005

Automatic Subspace Clustering of High Dimensional Data.
Data Min. Knowl. Discov., 2005

A Data Compression Technique for Sensor Networks with Dynamic Bandwidth Allocation.
Proceedings of the 12th International Symposium on Temporal Representation and Reasoning (TIME 2005), 2005

RISE - Co-S : high performance sensor storage and Co-processing architecture.
Proceedings of the Second Annual IEEE Communications Society Conference on Sensor, 2005

Towards In-Situ Data Storage in Sensor Databases.
Proceedings of the Advances in Informatics, 2005

A MPAA-Based Iterative Clustering Algorithm Augmented by Nearest Neighbors Search for Time-Series Data Streams.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2005

Discovering Frequent Arrangements of Temporal Intervals.
Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005

A Framework for Semi-Supervised Learning Based on Subjective and Objective Clustering Criteria.
Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005

Data Acquisition in Sensor Networks with Large Memories.
Proceedings of the 21st International Conference on Data Engineering Workshops, 2005

Spatial queries in sensor networks.
Proceedings of the 13th ACM International Workshop on Geographic Information Systems, 2005

MicroHash: An Efficient Index Structure for Flash-Based Sensor Devices.
Proceedings of the FAST '05 Conference on File and Storage Technologies, 2005

The threshold join algorithm for top-k queries in distributed sensor networks.
Proceedings of the 2nd Workshop on Data Management for Sensor Networks, 2005

Sensor Network Coverage Restoration.
Proceedings of the Distributed Computing in Sensor Systems, 2005

Applying LVQ Techniques to Compress Historical Information in Sensor Networks.
Proceedings of the 2005 Data Compression Conference (DCC 2005), 2005

Mining Time Series Data.
Proceedings of the Data Mining and Knowledge Discovery Handbook., 2005

Indexing Multi-Dimensional Trajectories for Similarity Queries.
Proceedings of the Spatial Databases: Technologies, Techniques and Trends, 2005

2004
An Efficient Density-based Approach for Data Mining Tasks.
Knowl. Inf. Syst., 2004

Indexing Large Human-Motion Databases.
Proceedings of the (e)Proceedings of the Thirtieth International Conference on Very Large Data Bases, Toronto, Canada, August 31, 2004

Identifying Similarities, Periodicities and Bursts for Online Search Queries.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2004

Subspace Clustering of High Dimensional Data.
Proceedings of the Fourth SIAM International Conference on Data Mining, 2004

Rotation invariant distance measures for trajectories.
Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2004

Online Amnesic Approximation of Streaming Time Series.
Proceedings of the 20th International Conference on Data Engineering, 2004

Iterative Incremental Clustering of Time Series.
Proceedings of the Advances in Database Technology, 2004

Knowledge Management Over Time-Varying Geospatial Datasets.
Proceedings of the 2004 Annual National Conference on Digital Government Research, 2004

On Constructing Internet-Scale P2P Information Retrieval Systems.
Proceedings of the Databases, Information Systems, and Peer-to-Peer Computing, 2004

2003
Discovering all most specific sentences.
ACM Trans. Database Syst., 2003

Efficient Biased Sampling for Approximate Clustering and Outlier Detection in Large Data Sets.
IEEE Trans. Knowl. Data Eng., 2003

Distributed deviation detection in sensor networks.
SIGMOD Record, 2003

Temporal and spatio-temporal aggregations over data streams using multiple time granularities.
Inf. Syst., 2003

Feature Selection for the Naive Bayesian Classifier Using Decision Trees.
Applied Artificial Intelligence, 2003

Efficient Approximation Of Optimization Queries Under Parametric Aggregation Constraints.
Proceedings of the VLDB 2003, 2003

On-Line Discovery of Dense Areas in Spatio-temporal Databases.
Proceedings of the Advances in Spatial and Temporal Databases, 8th International Symposium, 2003

Indexing multi-dimensional time-series with support for multiple distance measures.
Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 24, 2003

Correlating synchronous and asynchronous data streams.
Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 24, 2003

Peer-to-Peer Architectures for Scalable, Efficient and Reliable Media Services.
Proceedings of the 17th International Parallel and Distributed Processing Symposium (IPDPS 2003), 2003

Clustering gene expression data in SQL using locally adaptive metrics.
Proceedings of the 8th ACM SIGMOD workshop on Research issues in data mining and knowledge discovery, 2003

Uncertainty Handling and Quality Assessment in Data Mining.
Advanced Information and Knowledge Processing, Springer, ISBN: 978-1-4471-0031-7, 2003

2002
Locally Adaptive Metric Nearest-Neighbor Classification.
IEEE Trans. Pattern Anal. Mach. Intell., 2002

Indexing Mobile Objects Using Duality Transforms.
IEEE Data Eng. Bull., 2002

Efficient Local Flexible Nearest Neighbor Classification.
Proceedings of the Second SIAM International Conference on Data Mining, 2002

Efficient Aggregation over Objects with Extent.
Proceedings of the Twenty-first ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, 2002

Non-linear dimensionality reduction techniques for classification and visualization.
Proceedings of the Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2002

Evaluating the Utility of Statistical Phrases and Latent Semantic Indexing for Text Classification.
Proceedings of the 2002 IEEE International Conference on Data Mining (ICDM 2002), 2002

Discovering Similar Multidimensional Trajectories.
Proceedings of the 18th International Conference on Data Engineering, San Jose, CA, USA, February 26, 2002

Temporal Aggregation over Data Streams Using Multiple Granularities.
Proceedings of the Advances in Database Technology, 2002

Efficient Indexing of Spatiotemporal Objects.
Proceedings of the Advances in Database Technology, 2002

Robust Similarity Measures for Mobile Object Trajectories.
Proceedings of the 13th International Workshop on Database and Expert Systems Applications (DEXA 2002), 2002

Indexing Mobile Objects on the Plane.
Proceedings of the 13th International Workshop on Database and Expert Systems Applications (DEXA 2002), 2002

A local search mechanism for peer-to-peer networks.
Proceedings of the 2002 ACM CIKM International Conference on Information and Knowledge Management, 2002

Handling Multimedia Objects in Peer-to-Peer Networks.
Proceedings of the 2nd IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2002), 2002

2001
Indexing Animated Objects Using Spatiotemporal Access Methods.
IEEE Trans. Knowl. Data Eng., 2001

DIMACS Summer School Tutorial on New Frontiers in Data Mining.
SIGMOD Record, 2001

Time-Series Similarity Problems and Well-Separated Geometric Sets.
Nord. J. Comput., 2001

Efficient Mining of Spatiotemporal Patterns.
Proceedings of the Advances in Spatial and Temporal Databases, 7th International Symposium, 2001

Time Series Similarity Measures and Time Series Indexing.
Proceedings of the 2001 ACM SIGMOD international conference on Management of data, 2001

Efficient and Tunable Similar Set Retrieval.
Proceedings of the 2001 ACM SIGMOD international conference on Management of data, 2001

Efficient Computation of Temporal Aggregates with Range Predicates.
Proceedings of the Twentieth ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, 2001

Adaptive Nearest Neighbor Classification Using Support Vector Machines.
Proceedings of the Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, 2001

An Efficient Approach for Approximating Multi-dimensional Range Queries and Nearest Neighbor Classification in Large Datasets.
Proceedings of the Eighteenth International Conference on Machine Learning (ICML 2001), Williams College, Williamstown, MA, USA, June 28, 2001

Incremental Support Vector Machine Construction.
Proceedings of the 2001 IEEE International Conference on Data Mining, 29 November, 2001

An Efficient Approximation Scheme for Data Mining Tasks.
Proceedings of the 17th International Conference on Data Engineering, 2001

2000
Workshop Report: 2000 ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery.
SIGKDD Explorations, 2000

Constraint-Based Rule Mining in Large, Dense Databases.
Data Min. Knowl. Discov., 2000

Approximating Multi-Dimensional Aggregate Range Queries over Real Attributes.
Proceedings of the 2000 ACM SIGMOD International Conference on Management of Data, 2000

An Adaptive Metric Machine for Pattern Classification.
Proceedings of the Advances in Neural Information Processing Systems 13, 2000

Identifying prospective customers.
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining, 2000

Adaptive Metric nearest Neighbor Classification.
Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000

1999
FIGI: The Architecture of an Internet-Based Financial Information Gathering Infrastructure.
Proceedings of the First International Workshop on Advance Issues of E-Commerce and Web-Based Information Systems, 1999

Nearest Neighbor Queries in a Mobile Environment.
Proceedings of the Spatio-Temporal Database Management, 1999

On Indexing Mobile Objects.
Proceedings of the Eighteenth ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, May 31, 1999

Indexing Animated Objects.
Proceedings of the MIS '99, 1999

Constraint-Based Rule Mining in Large, Dense Databases.
Proceedings of the 15th International Conference on Data Engineering, 1999

1998
Automatic Subspace Clustering of High Dimensional Data for Data Mining Applications.
Proceedings of the SIGMOD 1998, 1998

Mining Process Models from Workflow Logs.
Proceedings of the Advances in Database Technology, 1998

1997
Data mining, Hypergraph Transversals, and Machine Learning.
Proceedings of the Sixteenth ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, 1997

Finding Similar Time Series.
Proceedings of the Principles of Data Mining and Knowledge Discovery, 1997

Discovering All Most Specific Sentences by Randomized Algorithms.
Proceedings of the Database Theory, 1997

Episode Matching.
Proceedings of the Combinatorial Pattern Matching, 8th Annual Symposium, 1997

Time-Series Similarity Problems and Well-Separated Geometric Sets.
Proceedings of the Thirteenth Annual Symposium on Computational Geometry, 1997

1996
Computing the Maximum Bichromatic Discrepancy with Applications to Computer Graphics and Machine Learning.
J. Comput. Syst. Sci., 1996

Geometric Problems in Machine Learning.
Proceedings of the Applied Computational Geormetry, 1996

1995
Concept Learning with Geometric Hypotheses.
Proceedings of the Eigth Annual Conference on Computational Learning Theory, 1995

1994
Computing the Maximum Bichromatic Discrepancy, with applications to Computer Graphics and Machine Learning
Electronic Colloquium on Computational Complexity (ECCC), 1994

Computing the Rectangle Discrepancy.
Proceedings of the Tenth Annual Symposium on Computational Geometry, 1994


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