D. Gunopulos

发表

Discovering all most specific sentences

H. Mannila, D. Gunopulos, R. Khardon, 2003, TODS.

Large margin nearest neighbor classifiers

Dimitrios Gunopulos, Jing Peng, Carlotta Domeniconi, 2005, IEEE Transactions on Neural Networks.

Data mining, hypergraph transversals, and machine learning (extended abstract)

Dimitrios Gunopulos, Heikki Mannila, Hannu Toivonen, 1997, PODS '97.

Discovering All Most Specific Sentences by Randomized Algorithms

Dimitrios Gunopulos, Heikki Mannila, Sanjeev Saluja, 1997, ICDT.

A Wavelet-Based Anytime Algorithm for K-Means Clustering of Time Series

Dimitrios Gunopulos, Eamonn J. Keogh, Jessica Lin, 2003 .

City-Scale Map Creation and Updating using GPS Collections

Leonidas J. Guibas, Dimitrios Gunopulos, Cewu Lu, 2016, KDD.

Data mining, hypergraph transversals, and machine learning (extended abstract)

Dimitrios Gunopulos, Heikki Mannila, Hannu Toivonen, 1997, PODS.

QoS Aware Dependable Distributed Stream Processing

Dimitrios Gunopulos, Bhavani M. Thuraisingham, Ravi S. Sandhu, 2008, 2008 11th IEEE International Symposium on Object and Component-Oriented Real-Time Distributed Computing (ISORC).

Locally Adaptive Techniques for Pattern Classification

C. Domeniconi, D. Gunopulos, 2009, Encyclopedia of Data Warehousing and Mining.

Scaling up the Naive Bayesian Classifier : Using Decision Trees for Feature Selection

D. Gunopulos, C. Ratanamahatana, 2002 .

Microhash: an efficient index structure for fash-based sensor devices

Dimitrios Gunopulos, Demetrios Zeinalipour-Yazti, Vana Kalogeraki, 2005, FAST'05.

Adaptive Nearest Neighbor Classification Using Support Vector Machines

Dimitrios Gunopulos, Carlotta Domeniconi, C. Domeniconi, 2001, NIPS.

Automatic subspace clustering of high dimensional data for data mining applications

Dimitrios Gunopulos, Johannes Gehrke, Prabhakar Raghavan, 1998, SIGMOD '98.

High Performance , Low Power Sensor Platforms Featuring Gigabyte Scale Storage

D. Gunopulos, W. Najjar, V. Kalogeraki, 2005 .

An Adaptive Metric Machine for Pattern Classification

Dimitrios Gunopulos, Jing Peng, Carlotta Domeniconi, 2000, NIPS.

Automatic Subspace Clustering of High Dimensional Data for Data Mining Applications

R. Agrawal, P. Raghavan, J. Gehrke, 1998, SIGMOD Conference.

Learning patterns for discovering domain-oriented opinion words

Dimitrios Gunopulos, Pantelis Agathangelou, Ioannis Katakis, 2017, Knowledge and Information Systems.

Selectivity estimators for multidimensional range queries over real attributes

Dimitrios Gunopulos, George Kollios, Vassilis J. Tsotras, 2005, The VLDB Journal.

Local Feature Selection for Classiﬁcation

Dimitrios Gunopulos, Carlotta Domeniconi, C. Domeniconi, 2007 .

Machine Learning and Knowledge Discovery in Databases, Part III: European Conference, ECML PKDD 2010, Athens, Greece, September 5-9, 2011, ... / Lecture Notes in Artificial Intelligence)

Donato Malerba, Dimitrios Gunopulos, Thomas Hofmann, 2011 .

Efficient Approximate Query Processing in Peer-to-Peer Networks

Dimitrios Gunopulos, Gautam Das, Vana Kalogeraki, 2007, IEEE Transactions on Knowledge and Data Engineering.

Mining and managing user-generated content and preferences

Manolis Koubarakis, D. Gunopulos, A. Papadopoulos, 2014 .

Discovering Hot Topics in the Blogosphere

D. Gunopulos, D. Kotsakos, M. Platakis, 2008 .

An Eecient Approach for Approximating Multi-dimensional Range Queries and Nearest Neighbor Classiication in Large Datasets

C. Domeniconi, D. Gunopulos, 2001 .

Adaptive N earest Neighbor Classification using Support Vector Machines

C. Domeniconi, D. Gunopulos, 2001 .

Online outlier detection in sensor data using non-parametric models

Dimitrios Gunopulos, Themis Palpanas, Sharmila Subramaniam, 2006, VLDB.

UNIVERSITY OF CALIFORNIA RIVERSIDE A Framework for Semi-Supervised Learning Based on Subjective and Objective Cluster Validity Criteria A Thesis submitted in partial satisfaction of the requirements for the degree of Master of Science

Eamonn J. Keogh, D. Gunopulos, Nitin Kumar, 2005 .

DEMO : REMI , Reusable Elements for Multi-Level Information Availability

I. Katakis, A. Gal, D. Gunopulos, 2017 .

Content-based Retrieval

Bing Liu, Gottfried Vossen, Qing Li, 2009, Encyclopedia of Database Systems.

A dissertation submitted in partial satisfaction of the requirements for the degree Doctor of Philosophy in Computer Science

Dimitrios Gunopulos, Vagelis Hristidis, Victor Vianu, 2000 .

Conceptual Data Model

Bing Liu, Gottfried Vossen, Dimitrios Gunopulos, 2009, Encyclopedia of Database Systems.

Connectionist Model

Bing Liu, Gottfried Vossen, Dimitrios Gunopulos, 2009, Encyclopedia of Database Systems.

Top-k Retrieval Techniques in Distributed Sensor Systems

Dimitrios Gunopulos, Song Lin, Demetrios Zeinalipour-Yazti, 2008, Encyclopedia of GIS.

Computer Human Interaction (CHI)

Gottfried Vossen, Qing Li, Dimitrios Gunopulos, 2009, Encyclopedia of Database Systems.

Project Title : Data Mining Techniques for Geospatial Applications

D. Gunopulos, 2000 .

Cooperative Content Distribution

Bing Liu, Gottfried Vossen, Qing Li, 2009, Encyclopedia of Database Systems.

Finding the K highest-ranked answers in a distributed network

Dimitrios Gunopulos, Divesh Srivastava, Nick Koudas, 2009, Comput. Networks.

Time Series Similarity Measures

Dimitrios Gunopulos, D. Gunopulos, 2005 .

u FEATURE SELECTION FOR THE NAIVE BAYESIAN CLASSIFIER USING DECISION TREES

D. Gunopulos, 2003 .

Correlation Clustering

Bing Liu, Gottfried Vossen, Qing Li, 2009, Encyclopedia of Database Systems.

Conditional Routing

Bing Liu, Gottfried Vossen, Qing Li, 2009, Encyclopedia of Database Systems.

Sampling for Approximate Clusteringand Outlier Dete tion in Large Datasets

D. Gunopulos, Nick KoudasAT, George KolliosBoston Universitygkollios, 2007 .

Conceptual Modeling for Spatio-Temporal Applications

Bing Liu, Gottfried Vossen, Qing Li, 2009, Encyclopedia of Database Systems.

Top-k Retrieval Techniques in Distributed Sensor Systems

Dimitrios Gunopulos, Demetrios Zeinalipour-Yazti, Song Lin, 2008, Encyclopedia of GIS.

Mining Urban Data (Part C)

Katharina Morik, Dimitrios Gunopulos, Ioannis Katakis, 2017, Inf. Syst..

Time-Series Data Clustering

Charu C. Aggarwal, Dimitrios Gunopulos, Goce Trajcevski, 2018, Data Clustering: Algorithms and Applications.

Indexing Moving Objects

Dimitrios Gunopulos, George Kollios, Vassilis J. Tsotras, 2008, ACM SIGSPATIAL International Workshop on Advances in Geographic Information Systems.

Local Feature Selection for Classification

Dimitrios Gunopulos, Carlotta Domeniconi, C. Domeniconi, 2007 .

Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part III

Donato Malerba, Dimitrios Gunopulos, Thomas Hofmann, 2011 .

Computing the discrepancy

Dimitrios Gunopulos, D. Gunopulos, 1995 .

ALL-PAIRS NEAREST NEIGHBORS IN A MOBILE ENVIRONMENT

Dimitrios Gunopulos, George Kollios, Vassilis J. Tsotras, 2000 .

Mobile Object Indexing

Dimitrios Gunopulos, George Kollios, Vassilis J. Tsotras, 2008, Encyclopedia of GIS.

Dimitrios Gunopulos, Gautam Das, D. Gunopulos, 2000, KDD '00.

Tree-based Distance Clustering over Distributed Database Objects

Dimitrios Gunopulos, Alfredo Cuzzocrea, Vincenzo Rodinò, 2014, SEBD.

Clustering Overview and Applications

Dimitrios Gunopulos, D. Gunopulos, 2009, Encyclopedia of Database Systems.

Using MapReduce Framework for Mobile Applications

Dimitrios Gunopulos, Taneli Mielikäinen, Vana Kalogeraki, 2012 .

Indexing Multi-Dimensional Trajectories for Similarity Queries

Dimitrios Gunopulos, Marios Hadjieleftheriou, Eamonn J. Keogh, 2005, Spatial Databases.

Clustering Overview and Applications

Dimitrios Gunopulos, D. Gunopulos, 2009, Encyclopedia of Database Systems.

Dimitrios Gunopulos, Gautam Das, D. Gunopulos, 2000, Knowledge Discovery and Data Mining.

Preface to the International Workshop on Spatial and Spatio-Temporal Data Mining

Dimitrios Gunopulos, Eamonn J. Keogh, Alfredo Cuzzocrea, 2011, IEEE ICDM 2011.

Evaluation of the SemsorGrid4Env SNDM Software Platform

George Valkanas, Dimitrios Gunopulos, Alasdair J. G. Gray, 2011 .

Trajectories, Discovering Similar

Dimitrios Gunopulos, George Kollios, Michail Vlachos, 2008, Encyclopedia of GIS.

News Monitor: A Framework for Querying News in Real Time

Dimitrios Gunopulos, Nikolaos Panagiotou, Antonia Saravanou, 2021, ECIR.

ICDM 2010, The 10th IEEE International Conference on Data Mining, Sydney, Australia, 14-17 December 2010

Xindong Wu, Geoffrey I. Webb, Chengqi Zhang, 2010, ICDM.

Clustering Overview and Applications

Dimitrios Gunopulos, D. Gunopulos, 2009, Encyclopedia of Database Systems.

Predictive modeling of infant mortality

Dimitrios Gunopulos, Antonia Saravanou, Dolores Acevedo-Garcia, 2021, Data Min. Knowl. Discov..

Proceedings of the 10th IEEE International Conference on Data Mining Workshops (ICDMW)

Xindong Wu, Chengqi Zhang, Dimitrios Gunopulos, 2010 .

Computing Multidimensional OLAP Data Cubes over Probabilistic Relational Data: A Decomposition Approach

Dimitrios Gunopulos, Alfredo Cuzzocrea, Saverio Manti, 2011, Sistemi Evoluti per Basi di Dati.

Proceedings of the 10th IEEE International Conference on Data Mining (ICDM)

Xindong Wu, Geoffrey I. Webb, Chengqi Zhang, 2010 .

An Efficient Approach for Approximating Multi-dimensional Range Queries and Nearest Neighbor Classification in Large Datasets

Dimitrios Gunopulos, Carlotta Domeniconi, C. Domeniconi, 2001, ICML.

Indexing spatiotemporal archives

Dimitrios Gunopulos, George Kollios, Marios Hadjieleftheriou, 2006, The VLDB journal.

Proceedings of the 15th International Conference on Scientific and Statistical Database Management

Dimitrios Gunopulos, Silvia Nittel, D. Gunopulos, 2003 .

Top-k Retrieval Techniques in Distributed Sensor Systems

Dimitrios Gunopulos, Demetrios Zeinalipour-Yazti, Song Lin, 2008, Encyclopedia of GIS.

Trajectories, Discovering Similar

Dimitrios Gunopulos, George Kollios, Michail Vlachos, 2008, Encyclopedia of GIS.

NETDB - Networking Meets Databases: Do we meet or merge?

Dimitrios Gunopulos, Karl Aberer, Amr El Abbadi, 2005, ICDE Workshops.

Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Philadelphia, PA, USA, August 20-23, 2006

Dimitrios Gunopulos, Tina Eliassi-Rad, Lyle H. Ungar, 2006, KDD.

INDEXING TIME-SERIES UNDER CONDITIONS OF NOISE

Dimitrios Gunopulos, Gautam Das, Michail Vlachos, 2004 .

DIMACS Summer School Tutorial on New Frontiers in Data Mining

Dimitrios Gunopulos, Nick Koudas, N. Koudas, 2001, SIGMOD Rec..

Mobile Object Indexing

Dimitrios Gunopulos, George Kollios, Vassilis J. Tsotras, 2008, Encyclopedia of GIS.

Cluster and Distance Measure

Dimitrios Gunopulos, D. Gunopulos, 2018, Encyclopedia of Database Systems.

An Active Learning Framework Incorporating User Input For Mining Urban Data A Case Study in Dublin , Ireland

D. Gunopulos, V. Kalogeraki, Nikos Zacheilas, 2016 .

Electrostatic Similarity Determination Using Multiresolution Analysis

D. Gunopulos, C. Kieslich, D. Morikis, 2011, Molecular informatics.

Automated computational framework for the analysis of electrostatic similarities of proteins

D. Gunopulos, C. Kieslich, D. Morikis, 2011, Biotechnology progress.

Comparing Probabilistic Models for Melodic Sequences

Thomas Hofmann, D. Malerba, D. Gunopulos, 2018 .

Trajectories, Discovering Similar

D. Gunopulos, M. Vlachos, G. Kollios, 2008, Encyclopedia of GIS.

Mobile Object Indexing

D. Gunopulos, G. Kollios, V. Tsotras, 2008, Encyclopedia of GIS.

Time-DecayingRepresentationsof StreamingTime Series

D. Gunopulos, M. Vlachos, EamonnKeogh, 2004 .

Particle-based fast jet simulation at the LHC with variational autoencoders

Javier Mauricio Duarte, M. Pierini, D. Gunopulos, 2022, Mach. Learn. Sci. Technol..

D. Gunopulos, Gautam Das, 2001, SIGMOD Conference.

Efficient Data Sampling in Heterogeneous Peer-to-Peer Networks

Dimitrios Gunopulos, Song Lin, Benjamin Arai, 2007, Seventh IEEE International Conference on Data Mining (ICDM 2007).

Efficient event detection by exploiting crowds

Dimitrios Gunopulos, Vana Kalogeraki, Ioannis Boutsis, 2013, DEBS.

Computing the Maximum Bichromatic Discrepancy with Applications to Computer Graphics and Machine Learning

Dimitrios Gunopulos, David P. Dobkin, Wolfgang Maass, 1996, J. Comput. Syst. Sci..

Heterogeneous Stream Processing and Crowdsourcing for Urban Traffic Management

Katharina Morik, Shie Mannor, Dimitrios Gunopulos, 2014, EDBT.

Knowledge-based trajectory completion from sparse GPS samples

Leonidas J. Guibas, Yang Li, Dimitrios Gunopulos, 2016, SIGSPATIAL/GIS.

Efficient Indexing of Spatiotemporal Objects

Dimitrios Gunopulos, George Kollios, Marios Hadjieleftheriou, 2002, EDBT.

Indexing Animated Objects Using Spatiotemporal Access Methods

Dimitrios Gunopulos, George Kollios, Marios Hadjieleftheriou, 2001, IEEE Trans. Knowl. Data Eng..

Detecting Events in Online Social Networks: Definitions, Trends and Challenges

Dimitrios Gunopulos, Ioannis Katakis, Nikolaos Panagiotou, 2016, Solving Large Scale Learning Tasks.

Reference-Based Alignment in Large Sequence Databases

Dimitrios Gunopulos, Panagiotis Papapetrou, George Kollios, 2009, Proc. VLDB Endow..

Particle Cloud Generation with Message Passing Generative Adversarial Networks

Javier Mauricio Duarte, M. Pierini, D. Gunopulos, 2021, NeurIPS.

Locally adaptive metrics for clustering high dimensional data

Dimitrios Gunopulos, Sheng Ma, Carlotta Domeniconi, 2007, Data Mining and Knowledge Discovery.

Automatic Subspace Clustering of High Dimensional Data

Dimitrios Gunopulos, Johannes Gehrke, Prabhakar Raghavan, 2005, Data Mining and Knowledge Discovery.

Subspace Clustering of High Dimensional Data

Dimitrios Gunopulos, Sheng Ma, Carlotta Domeniconi, 2004, SDM.

Home is where your friends are: Utilizing the social graph to locate twitter users in a city

Dimitrios Gunopulos, Theodoros Lappas, Dimitrios Kotzias, 2016, Inf. Syst..

Attendance Maximization for Successful Social Event Planning

Dimitrios Gunopulos, Vana Kalogeraki, Nikos Bikakis, 2018, EDBT.

Model-based search in large time series databases

Dimitrios Gunopulos, Panagiotis Papapetrou, Vassilis Athitsos, 2011, PETRA '11.

State Detection Using Adaptive Human Sensor Sampling

Dimitrios Gunopulos, Vana Kalogeraki, Ioannis Boutsis, 2016, HCOMP.

Region Sampling: Continuous Adaptive Sampling on Sensor Networks

Dimitrios Gunopulos, Gautam Das, Song Lin, 2008, 2008 IEEE 24th International Conference on Data Engineering.

Locally Adaptive Metric Nearest-Neighbor Classification

Dimitrios Gunopulos, Jing Peng, Carlotta Domeniconi, 2002, IEEE Trans. Pattern Anal. Mach. Intell..

Distributed deviation detection in sensor networks

Dimitrios Gunopulos, Themis Palpanas, Vana Kalogeraki, 2003, SGMD.

Efficient Biased Sampling for Approximate Clustering and Outlier Detection in Large Data Sets

Stefan Berchtold, Dimitrios Gunopulos, George Kollios, 2003, IEEE Trans. Knowl. Data Eng..

Episode Matching

Dimitrios Gunopulos, Rudolf Fleischer, Gautam Das, 1997, CPM.

Infant Mortality Prediction using Birth Certificate Data pdf

Dimitrios Gunopulos, Antonia Saravanou, Clemens Noelke, 2019, ArXiv.

Sparse Data Generation for Particle-Based Simulation of Hadronic Jets in the LHC

Javier Mauricio Duarte, M. Pierini, D. Gunopulos, 2021, LatinX in AI at International Conference on Machine Learning 2021.

Uncertainty Handling and Quality Assessment in Data Mining

Dimitrios Gunopulos, Michalis Vazirgiannis, Maria Halkidi, 2003, Advanced Information and Knowledge Processing.

Architecture and Implementation of an XQuery-based Information Integration Platform.

Dimitrios Gunopulos, George Kollios, Vassilis J. Tsotras, 2002 .

News Monitor: A Framework for Exploring News in Real-Time

D. Gunopulos, N. Panagiotou, Antonia Saravanou, 2021, Data.

Improving process models by discovering decision points

Dimitrios Gunopulos, Fabio Casati, Umeshwar Dayal, 2007, Inf. Syst..

Misco: a MapReduce framework for mobile systems

Dimitrios Gunopulos, Taneli Mielikäinen, Vana Kalogeraki, 2010, PETRA '10.

Crowdsourced Trace Similarity with Smartphones

Dimitrios Gunopulos, Maria I. Andreou, Demetrios Zeinalipour-Yazti, 2013, IEEE Transactions on Knowledge and Data Engineering.

Disclosure-Free GPS Trace Search in Smartphone Networks

Dimitrios Gunopulos, Maria I. Andreou, Demetrios Zeinalipour-Yazti, 2011, 2011 IEEE 12th International Conference on Mobile Data Management.

Distributed spatio-temporal similarity search

Dimitrios Gunopulos, Demetrios Zeinalipour-Yazti, Song Lin, 2006, CIKM '06.

Constraint-Based Rule Mining in Large, Dense Databases

Dimitrios Gunopulos, Roberto J. Bayardo, Rakesh Agrawal, 1999, Proceedings 15th International Conference on Data Engineering (Cat. No.99CB36337).

Approximate embedding-based subsequence matching of time series

Dimitrios Gunopulos, Panagiotis Papapetrou, George Kollios, 2008, SIGMOD Conference.

Dimitrios Gunopulos, George Kollios, Michail Vlachos, 2002, Proceedings 18th International Conference on Data Engineering.

Quality Assessment in Data Mining

Dimitrios Gunopulos, Michalis Vazirgiannis, Maria Halkidi, 2003 .

Mining Twitter Data with Resource Constraints

George Valkanas, Dimitrios Gunopulos, Ioannis Katakis, 2014, 2014 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT).

Uncertainty Handling in Data Mining

Dimitrios Gunopulos, Michalis Vazirgiannis, Maria Halkidi, 2003 .

Mining frequent arrangements of temporal intervals

Dimitrios Gunopulos, Panagiotis Papapetrou, George Kollios, 2009, Knowledge and Information Systems.

Feature selection for the naive bayesian classifier using decision trees

Dimitrios Gunopulos, Chotirat Ratanamahatana, D. Gunopulos, 2003, Appl. Artif. Intell..

Intelligent Urban Data Monitoring for Smart Cities

Dimitrios Gunopulos, Ioannis Katakis, Vana Kalogeraki, 2016, ECML/PKDD.

Indexing Multidimensional Time-Series

Dimitrios Gunopulos, Marios Hadjieleftheriou, Eamonn J. Keogh, 2004, The VLDB Journal.

Mining Process Models from Workflow Logs

Dimitrios Gunopulos, Frank Leymann, Rakesh Agrawal, 1998, EDBT.

SmartTrace: Finding similar trajectories in smartphone networks without disclosing the traces

Dimitrios Gunopulos, Demetrios Zeinalipour-Yazti, Constantinos Costa, 2011, 2011 IEEE 27th International Conference on Data Engineering.

Dimitrios Gunopulos, Béla Bollobás, Heikki Mannila, 1997, SCG '97.

Finding Similar Time Series

Dimitrios Gunopulos, Heikki Mannila, Gautam Das, 1997, PKDD.

Real-Time and Cost-Effective Limitation of Misinformation Propagation

Dimitrios Gunopulos, Ioannis Katakis, Vana Kalogeraki, 2016, 2016 17th IEEE International Conference on Mobile Data Management (MDM).

A Decomposition Framework for Computing and Querying Multidimensional OLAP Data Cubes over Probabilistic Relational Data

Dimitrios Gunopulos, Alfredo Cuzzocrea, D. Gunopulos, 2014, Fundam. Informaticae.

Efficiently Computing and Querying Multidimensional OLAP Data Cubes over Probabilistic Relational Data

Dimitrios Gunopulos, Alfredo Cuzzocrea, D. Gunopulos, 2010, ADBIS.

Efficient Local Flexible Nearest Neighbor Classification

Dimitrios Gunopulos, Carlotta Domeniconi, C. Domeniconi, 2002, SDM.

Clustering gene expression data in SQL using locally adaptive metrics

Dimitrios Gunopulos, Sheng Ma, Carlotta Domeniconi, 2003, DMKD '03.

Conceptual Modeling

Bernhard Thalheim, J. van Leeuwen, Michael H. Böhlen, 1999, Lecture Notes in Computer Science.

Searching for events in the blogosphere

Dimitrios Gunopulos, Dimitrios Kotsakos, Manolis Platakis, 2009, WWW '09.

Efficient and effective explanation of change in hierarchical summaries

Dimitrios Gunopulos, Divesh Srivastava, Dhiman Barman, 2007, KDD '07.

Discovering frequent arrangements of temporal intervals

Dimitrios Gunopulos, Panagiotis Papapetrou, George Kollios, 2005, Fifth IEEE International Conference on Data Mining (ICDM'05).

Mining Time Series Data

Dimitrios Gunopulos, Eamonn J. Keogh, Jessica Lin, 2005, Data Mining and Knowledge Discovery Handbook.

Mining Competitors from Large Unstructured Datasets

George Valkanas, Dimitrios Gunopulos, Theodoros Lappas, 2017, IEEE Transactions on Knowledge and Data Engineering.

Embedding-based subsequence matching in time-series databases

Dimitrios Gunopulos, Panagiotis Papapetrou, George Kollios, 2011, TODS.

Indexing multi-dimensional time-series with support for multiple distance measures

Dimitrios Gunopulos, Marios Hadjieleftheriou, Eamonn J. Keogh, 2003, KDD '03.

Twitter Floods when it Rains: A Case Study of the UK Floods in early 2014

George Valkanas, Dimitrios Gunopulos, Gennady L. Andrienko, 2015, WWW.

CIKM 2018 Co-Located Workshops Summary

Dimitrios Gunopulos, Francesco Bonchi, Alfredo Cuzzocrea, 2018, CIKM.

A novel distributed framework for optimizing query routing trees in wireless sensor networks via optimal operator placement

Dimitrios Gunopulos, Nikos Mamoulis, Alfredo Cuzzocrea, 2013, J. Comput. Syst. Sci..

Optimizing Query Routing Trees in Wireless Sensor Networks

Dimitrios Gunopulos, Alfredo Cuzzocrea, Georgios Chatzimilioudis, 2010, 2010 22nd IEEE International Conference on Tools with Artificial Intelligence.

A Distributed Technique for Dynamic Operator Placement in Wireless Sensor Networks

Dimitrios Gunopulos, Nikos Mamoulis, Georgios Chatzimilioudis, 2010, 2010 Eleventh International Conference on Mobile Data Management.

Elastic complex event processing exploiting prediction

Dimitrios Gunopulos, Vana Kalogeraki, Nikos Zacheilas, 2015, 2015 IEEE International Conference on Big Data (Big Data).

Non-linear dimensionality reduction techniques for classification and visualization

Dimitrios Gunopulos, George Kollios, Nick Koudas, 2002, KDD.

Data Mining Process

Dimitrios Gunopulos, Michalis Vazirgiannis, Maria Halkidi, 2003 .

FIGI: the architecture of an Internet-based financial information gathering infrastructure

Dimitrios Gunopulos, Marios D. Dikaiakos, D. Gunopulos, 1999, Proceedings of International Workshop on Advance Issues of E-Commerce and Web-Based Information Systems. (Cat. No.PR00334).

Knowledge Aquisition and Data Storage in Mobile GeoSensor Networks

Dimitrios Gunopulos, Vana Kalogeraki, Anthony Stefanidis, 2008, GSN.

Nearest Neighbor Queries in a Mobile Environment

Dimitrios Gunopulos, George Kollios, Vassilis J. Tsotras, 1999, Spatio-Temporal Database Management.

On indexing mobile objects

Dimitrios Gunopulos, George Kollios, Vassilis J. Tsotras, 1999, PODS '99.

Efficient and timely misinformation blocking under varying cost constraints

Dimitrios Gunopulos, Ioannis Katakis, Vana Kalogeraki, 2017, Online Soc. Networks Media.

Finding effectors in social networks

Dimitrios Gunopulos, Heikki Mannila, Theodoros Lappas, 2010, KDD.

Scheduling for real-time mobile MapReduce systems

Dimitrios Gunopulos, Taneli Mielikäinen, Vana Kalogeraki, 2011, DEBS '11.

Data Clustering on a Network of Mobile Smartphones

Dimitrios Gunopulos, Taneli Mielikäinen, Vana Kalogeraki, 2011, 2011 IEEE/IPSJ International Symposium on Applications and the Internet.

A subsequence matching with gaps-range-tolerances framework

Dimitrios Gunopulos, Panagiotis Papapetrou, Alexios Kotsifakos, 2011, Proc. VLDB Endow..

Rotation invariant distance measures for trajectories

Dimitrios Gunopulos, Gautam Das, Michail Vlachos, 2004, KDD.

Iterative Incremental Clustering of Time Series

Dimitrios Gunopulos, Eamonn J. Keogh, Jessica Lin, 2004, EDBT.

Dimitrios Gunopulos, George Kollios, Michail Vlachos, 2002, Proceedings. 13th International Workshop on Database and Expert Systems Applications.

Multi-Resolution K-Means Clustering of Time Series and Application to Images

Dimitrios Gunopulos, Eamonn J. Keogh, Jessica Lin, 2003 .

Indexing spatiotemporal archives

Dimitrios Gunopulos, George Kollios, Marios Hadjieleftheriou, 2006, The VLDB Journal.

Language agnostic meme-filtering for hashtag-based social network analysis

Dimitrios Gunopulos, Ioannis Katakis, Dimitrios Kotsakos, 2015, Social Network Analysis and Mining.

Artificial Intelligence for Hospital Health Care: Application Cases and Answers to Challenges in European Hospitals

M. Jirstrand, D. Gunopulos, S. Bicciato, 2021, Healthcare.

Predictive modeling of infant mortality

D. Gunopulos, D. Acevedo-Garcia, Clemens Noelke, 2021, Data Mining and Knowledge Discovery.

Approximating multi-dimensional aggregate range queries over real attributes

Dimitrios Gunopulos, George Kollios, Vassilis J. Tsotras, 2000, SIGMOD '00.

A local search mechanism for peer-to-peer networks

Dimitrios Gunopulos, Demetrios Zeinalipour-Yazti, Vana Kalogeraki, 2002, CIKM '02.

Machine Learning and Knowledge Discovery in Databases

Donato Malerba, Dimitrios Gunopulos, Thomas Hofmann, 2017, Lecture Notes in Computer Science.

Towards Mobility Data Science (Vision Paper)

Walid G. Aref, Flora D. Salim, Panos K. Chrysanthis, 2023, arXiv.org.

Personalized Travel Time Prediction Using a Small Number of Probe Vehicles

Leonidas J. Guibas, Dimitrios Gunopulos, Yang Li, 2019, ACM Trans. Spatial Algorithms Syst..

Crowd-Based Ecofriendly Trip Planning

Dimitrios Gunopulos, Thomas Liebig, Vana Kalogeraki, 2018, 2018 19th IEEE International Conference on Mobile Data Management (MDM).

Mobility Data Science (Dagstuhl Seminar 22021)

Walid G. Aref, Panos K. Chrysanthis, Raymond Chi-Wing Wong, 2022, Dagstuhl Reports.

Low-Rank Methods in Event Detection with Subsampled Point-to-Subspace Proximity Tests

Jakub Marecek, D. Gunopulos, V. Kalogeraki, 2018, IEEE Access.

Interactive recommendations in social endorsement networks

Dimitrios Gunopulos, Theodoros Lappas, D. Gunopulos, 2010, RecSys '10.

Low-Rank Methods in Event Detection pdf

Dimitrios Gunopulos, Jakub Marecek, Vana Kalogeraki, 2018, ArXiv.

REMI: A framework of reusable elements for mining heterogeneous data with missing information

Dimitrios Gunopulos, Avigdor Gal, Nicolo Rivetti, 2018, Journal of Intelligent Information Systems.

SensorBench: benchmarking approaches to processing wireless sensor network data

George Valkanas, Dimitrios Gunopulos, Alasdair J. G. Gray, 2014, SSDBM '14.

Extending query languages for in-network query processing

George Valkanas, Dimitrios Gunopulos, Alasdair J. G. Gray, 2011, MobiDE '11.

Deploying In-Network Data Analysis Techniques in Sensor Networks

George Valkanas, Dimitrios Gunopulos, Alasdair J. G. Gray, 2011, 2011 IEEE 12th International Conference on Mobile Data Management.

Minimum-hot-spot query trees for wireless sensor networks

Dimitrios Gunopulos, Demetrios Zeinalipour-Yazti, Georgios Chatzimilioudis, 2010, MobiDE '10.

Operator Placement for Snapshot Multi-predicate Queries in Wireless Sensor Networks

Dimitrios Gunopulos, Nikos Mamoulis, Georgios Chatzimilioudis, 2009, 2009 Tenth International Conference on Mobile Data Management: Systems, Services and Middleware.

Declarative in-network sensor data analysis

George Valkanas, Dimitrios Gunopulos, Alasdair J. G. Gray, 2013 .

Time Series Data Classification

Dimitrios Gunopulos, Dimitrios Kotsakos, D. Gunopulos, 2014, Data Classification: Algorithms and Applications.

Indexing Large Human-Motion Databases

Dimitrios Gunopulos, Eamonn J. Keogh, Victor B. Zordan, 2004, VLDB.

Dimitrios Gunopulos, Michail Vlachos, Zografoula Vagena, 2004, SIGMOD '04.

Location Extraction from Social Networks with Commodity Software and Online Data

George Valkanas, Dimitrios Gunopulos, D. Gunopulos, 2012, 2012 IEEE 12th International Conference on Data Mining Workshops.

European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases Platinum Sponsor Gold Sponsor Technical Support Silver Sponsors Bronze Sponsors Organizing Institutions Marathon Data Systems 2nd Multiclust Workshop: Discovering, Summarizing and Using Multiple C

Michael E. Houle, Wohlgemuth, Kin Man Poon, 2011 .

A MPAA-Based Iterative Clustering Algorithm Augmented by Nearest Neighbors Search for Time-Series Data Streams

Dimitrios Gunopulos, Eamonn J. Keogh, Jessica Lin, 2005, PAKDD.

Towards Mobility Data Science (Vision Paper)

Walid G. Aref, Flora D. Salim, Panos K. Chrysanthis, 2023, ArXiv.

Anytime Measures for Top-k Algorithms

Dimitrios Gunopulos, Nick Koudas, Gautam Das, 2007, VLDB.

Online amnesic approximation of streaming time series

Dimitrios Gunopulos, Eamonn J. Keogh, Themis Palpanas, 2004, Proceedings. 20th International Conference on Data Engineering.

Embedding-based subsequence matching with gaps–range–tolerances: a Query-By-Humming application

Dimitrios Gunopulos, Panagiotis Papapetrou, Isak Karlsson, 2015, The VLDB Journal.

SkyDiver: a framework for skyline diversification

George Valkanas, Dimitrios Gunopulos, Apostolos N. Papadopoulos, 2013, EDBT '13.

Ad-hoc Top-k Query Answering for Data Streams

Dimitrios Gunopulos, Nick Koudas, Gautam Das, 2007, VLDB.

On burstiness-aware search for document sequences

Dimitrios Gunopulos, Theodoros Lappas, Dimitrios Kotsakos, 2009, KDD.

Anytime measures for top-k algorithms on exact and fuzzy data sets

Dimitrios Gunopulos, Nick Koudas, Gautam Das, 2009, The VLDB Journal.

Answering top-k queries using views

Dimitrios Gunopulos, Nick Koudas, Gautam Das, 2006, VLDB.

Elastic Translation Invariant Matching of Trajectories

Dimitrios Gunopulos, George Kollios, Michail Vlachos, 2005, Machine Learning.

Parsimonious Explanations of Change in Hierarchical Data

Dimitrios Gunopulos, Divesh Srivastava, Dhiman Barman, 2007, 2007 IEEE 23rd International Conference on Data Engineering.

Addressing the Sparsity of Location Information on Twitter

Dimitrios Gunopulos, Theodoros Lappas, Dimitrios Kotzias, 2014, EDBT/ICDT Workshops.

CIKM 2018 Workshops: Preface

Dimitrios Gunopulos, Alfredo Cuzzocrea, Francesco Bonchi, 2018, CIKM Workshops.

Efficient Mining of Spatiotemporal Patterns

Dimitrios Gunopulos, Ilias Tsoukatos, D. Gunopulos, 2001, SSTD.

A clustering framework based on subjective and objective validity criteria

Dimitrios Gunopulos, Nitin Kumar, Michalis Vazirgiannis, 2008, TKDD.

Geometric Problems in Machine Learning

Dimitrios Gunopulos, David P. Dobkin, D. Dobkin, 1996, WACG.

A Faceted Crawler for the Twitter Service

George Valkanas, Dimitrios Gunopulos, Antonia Saravanou, 2014, WISE.

Efficient indexing data structures for flash-based sensor devices

Dimitrios Gunopulos, Demetrios Zeinalipour-Yazti, Vana Kalogeraki, 2006, TOS.

Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining

Dimitrios Gunopulos, Tina Eliassi-Rad, Lyle H. Ungar, 2006, KDD 2006.

Approximating Aggregation Queries in Peer-to-Peer Networks

Dimitrios Gunopulos, Gautam Das, Vana Kalogeraki, 2006, 22nd International Conference on Data Engineering (ICDE'06).

Efficient Ad-hoc Approximate Query Processing in Peer-to-Peer Databases

D. Gunopulos, Gautam Das, V. Kalogeraki, 2006 .

Efficient and Tunable Similar Set Retrieval

A. Gionis, D. Gunopulos, Nick Koudas, 2001, SIGMOD Conference.

Detection and Delineation of Events and Sub-Events in Social Networks

I. Katakis, D. Gunopulos, G. Valkanas, 2018, 2018 IEEE 34th International Conference on Data Engineering (ICDE).

Guest editors’ introduction: special issue of selected papers from ECML PKDD 2011

D. Malerba, D. Gunopulos, M. Vazirgiannis, 2012, Data Mining and Knowledge Discovery.

Indexing Spatio-temporal Archives

Dimitrios Gunopulos, George Kollios, Marios Hadjieleftheriou, 2008, Encyclopedia of GIS.

Indexing Animated Objects Using

Dimitrios Gunopulos, George Kollios, Marios Hadjieleftheriou, 2001 .

Online Information Compression in Sensor Networks

Dimitrios Gunopulos, Stefano Lonardi, Vana Kalogeraki, 2006, 2006 IEEE International Conference on Communications.

Efficient information compression in sensor networks

Dimitrios Gunopulos, Stefano Lonardi, Vana Kalogeraki, 2006, Int. J. Sens. Networks.

Elastic Processing of Analytical Query Workloads on IaaS Clouds pdf

Dimitrios Gunopulos, Alex Delis, Yannis E. Ioannidis, 2015, ArXiv.

Data Mining Techniques for Improving Workflow Models

Dimitrios Gunopulos, Sharmila Subramaniam, D. Gunopulos, 2008 .

An Efficient Density-based Approach for Data Mining Tasks

Dimitrios Gunopulos, Carlotta Domeniconi, C. Domeniconi, 2004, Knowledge and Information Systems.

An efficient approximation scheme for data mining tasks

Stefan Berchtold, Dimitrios Gunopulos, George Kollios, 2001, Proceedings 17th International Conference on Data Engineering.

Architecture and Implementation of an XQuery-based Information Integration Platform.

D. Gunopulos, G. Kollios, V. Tsotras, 2002 .

Revealing the Hidden Links in Content Networks: An Application to Event Discovery

George Valkanas, Dimitrios Gunopulos, Ioannis Katakis, 2017, CIKM.

Mining hidden constrained streams in practice: Informed search in dynamic filter spaces

Dimitrios Gunopulos, Jia Yuan Yu, Ioannis Katakis, 2016, 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM).

How the live web feels about events

George Valkanas, Dimitrios Gunopulos, D. Gunopulos, 2013, CIKM.

An architecture for detecting events in real-time using massive heterogeneous data sources

George Valkanas, Dimitrios Gunopulos, Vana Kalogeraki, 2013, BigMine '13.

A UI Prototype for Emotion-Based Event Detection in the Live Web

George Valkanas, Dimitrios Gunopulos, D. Gunopulos, 2013, CHI-KDD.

On The Spatiotemporal Burstiness of Terms pdf

Dimitrios Gunopulos, Marcos R. Vieira, Theodoros Lappas, 2012, Proc. VLDB Endow..

Event Detection from Social Media Data

George Valkanas, Dimitrios Gunopulos, D. Gunopulos, 2013, IEEE Data Eng. Bull..

Peer-to-peer architectures for scalable, efficient and reliable media services

Dimitrios Gunopulos, Alex Delis, Vana Kalogeraki, 2003, Proceedings International Parallel and Distributed Processing Symposium.

A burstiness-aware approach for document dating

Dimitrios Gunopulos, Theodoros Lappas, Kjetil Nørvåg, 2014, SIGIR.

A Framework for Feasible Counterfactual Exploration incorporating Causality, Sparsity and Density

D. Gunopulos, V. Kalogeraki, Dimitrios Tomaras, 2024, 2024 IEEE 40th International Conference on Data Engineering Workshops (ICDEW).

Dimensionality reduction by random projection and latent semantic indexing

D. Gunopulos, Jessica Lin, 2003 .

Temporal and spatio-temporal aggregations over data streams using multiple time granularities

Dimitrios Gunopulos, Bernhard Seeger, Donghui Zhang, 2003, Inf. Syst..

Adaptive metric nearest neighbor classification

Dimitrios Gunopulos, Jing Peng, Carlotta Domeniconi, 2000, Proceedings IEEE Conference on Computer Vision and Pattern Recognition. CVPR 2000 (Cat. No.PR00662).

On computing temporal aggregates with range predicates

Dimitrios Gunopulos, Bernhard Seeger, Donghui Zhang, 2008, TODS.

HTTE: A Hybrid Technique For Travel Time Estimation In Sparse Data Environments

Leonidas J. Guibas, Dimitrios Gunopulos, Yang Li, 2019, SIGSPATIAL/GIS.

Microhash: an efficient index structure for fash-based sensor devices

D. Gunopulos, V. Kalogeraki, D. Zeinalipour-Yazti, 2005, FAST'05.

Multidimensional Membership Queries for Temporal Databases

D. Gunopulos, G. Kollios, V. Tsotras, 2007 .

A Survey of Stream Processing Problems and Techniques in Sensor Networks

Dimitrios Gunopulos, Sharmila Subramaniam, D. Gunopulos, 2007, Data Streams - Models and Algorithms.

Reliable Hierarchical Data Storage in Sensor Networks

Dimitrios Gunopulos, Benjamin Arai, Song Lin, 2007, 19th International Conference on Scientific and Statistical Database Management (SSDBM 2007).