Nikos Pelekis

发表

Multimedia Annotation System for Intelligent Search

Haralampos Karanikas, Nikos Pelekis, Dimitris K. Iakovidis, 2006 .

T-Warehouse: Visual OLAP analysis on trajectory data

Nikos Pelekis, Yannis Theodoridis, Salvatore Orlando, 2010, 2010 IEEE 26th International Conference on Data Engineering (ICDE 2010).

Offline Trajectory Analytics

Nikos Pelekis, Yannis Theodoridis, Christos Doulkeridis, 2020, Big Data Analytics for Time-Critical Mobility Forecasting.

HERMES: A Trajectory DB Engine for Mobility-Centric Applications

Nikos Pelekis, Yannis Theodoridis, Elias Frentzos, 2015, Int. J. Knowl. Based Organ..

Online Long-Term Trajectory Prediction Based on Mined Route Patterns

Harris Georgiou, Nikos Pelekis, Yannis Theodoridis, 2019, MASTER@PKDD/ECML.

Segmentation and Sampling of Moving Object Trajectories Based on Representativeness

Nikos Pelekis, Ioannis Kopanakis, Yannis Theodoridis, 2012, IEEE Transactions on Knowledge and Data Engineering.

On the Management and Analysis of Our LifeSteps

Davy Janssens, Nikos Pelekis, Yannis Theodoridis, 2014, SKDD.

Mobility Database Management

Nikos Pelekis, Yannis Theodoridis, N. Pelekis, 2014 .

Big Data Management and Analytics for Mobility Forecasting in datAcron

Nikos Pelekis, Yannis Theodoridis, George A. Vouros, 2017, EDBT/ICDT Workshops.

Privacy-Aware Querying in Semantically-Enriched Trajectory Databases

Nikos Pelekis, Yannis Theodoridis, Aris Gkoulalas-Divanis, 2013 .

Fuzzy Miner - A Fuzzy System for Solving Pattern Classification Problems

Nikos Pelekis, Ioannis Kopanakis, Babis Theodoulidis, 2004, PaRMa.

Privacy-Preserving Indoor Localization on Smartphones

Nikos Pelekis, Yannis Theodoridis, Demetrios Zeinalipour-Yazti, 2015, IEEE Transactions on Knowledge and Data Engineering.

Literature review of spatio-temporal database models

Nikos Pelekis, Ioannis Kopanakis, Yannis Theodoridis, 2004, The Knowledge Engineering Review.

Clustering Trajectories of Moving Objects in an Uncertain World

Nikos Pelekis, Ioannis Kopanakis, Yannis Theodoridis, 2009, 2009 Ninth IEEE International Conference on Data Mining.

Preparing for Mobility Data Exploration

Nikos Pelekis, Yannis Theodoridis, 2014 .

Inferring Relationships from Trajectory Data

Vania Bogorny, Nikos Pelekis, Luis Otávio Alvares, 2015, GEOINFO.

Moving Object Database Engines

Nikos Pelekis, Yannis Theodoridis, 2014 .

Distributed Subtrajectory Clustering

Nikos Pelekis, Yannis Theodoridis, Christos Doulkeridis, 2019 .

Simulating Our LifeSteps by Example

Nikos Pelekis, Yannis Theodoridis, Panagiotis Tampakis, 2016, TSAS.

Event Recognition for Maritime Surveillance

Nikos Pelekis, Yannis Theodoridis, Alexander Artikis, 2015, EDBT.

Handling spatial vagueness in virtual agent control

Nikos Pelekis, Yannis Theodoridis, Themis Panayiotopoulos, 2016, GRAPP.

Visual Mobility Analysis using T-Warehouse

Nikos Pelekis, Salvatore Orlando, Gennady L. Andrienko, 2011, Int. J. Data Warehous. Min..

Algorithms for Nearest Neighbor Search on Moving Object Trajectories

Nikos Pelekis, Yannis Theodoridis, Elias Frentzos, 2007, GeoInformatica.

Moving Objects Analytics: Survey on Future Location & Trajectory Prediction Methods pdf

Nikos Pelekis, Yannis Theodoridis, Sophia Karagiorgou, 2018, ArXiv.

Hermessem: A semantic-aware framework for the management and analysis of our LifeSteps

Nikos Pelekis, Yannis Theodoridis, Stylianos Sideridis, 2015, 2015 IEEE International Conference on Data Science and Advanced Analytics (DSAA).

Cost Models for Nearest Neighbor Query Processing over Existentially Uncertain Spatial Data

Nikos Pelekis, Yannis Theodoridis, Elias Frentzos, 2013, SSTD.

Unsupervised Trajectory Sampling

Nikos Pelekis, Ioannis Kopanakis, Yannis Theodoridis, 2010, ECML/PKDD.

Hermes - A Framework for Location-Based Data Management

Nikos Pelekis, Yannis Theodoridis, Themis Panayiotopoulos, 2006, EDBT.

On Preserving Sensitive Information of Multiple Aspect Trajectories In-House

Nikos Pelekis, Spyros Giotakis, 2019, WWW.

Optimal time-dependent sequenced route queries in road networks

Nikos Pelekis, Yannis Theodoridis, Javam C. Machado, 2015, SIGSPATIAL/GIS.

Time-Aware Sub-Trajectory Clustering in Hermes@PostgreSQL

Nikos Pelekis, Yannis Theodoridis, Gennady L. Andrienko, 2018, 2018 IEEE 34th International Conference on Data Engineering (ICDE).

Distributed Subtrajectory Join on Massive Datasets

Nikos Pelekis, Yannis Theodoridis, Christos Doulkeridis, 2019, ACM Trans. Spatial Algorithms Syst..

Who Cares about Others' Privacy: Personalized Anonymization of Moving Object Trajectories

Nikos Pelekis, Ioannis Kopanakis, Yannis Theodoridis, 2016, EDBT.

Wireless Network Data Sources: Tracking and Synthesizing Trajectories

Nikos Pelekis, Chiara Renso, Elias Frentzos, 2008, Mobility, Data Mining and Privacy.

Path-based queries on trajectory data

Nikos Pelekis, Yannis Theodoridis, Kristian Torp, 2014, SIGSPATIAL/GIS.

Privacy-aware querying over sensitive trajectory data

Nikos Pelekis, Yannis Theodoridis, Aris Gkoulalas-Divanis, 2011, CIKM '11.

On temporal-constrained sub-trajectory cluster analysis

Nikos Pelekis, Yannis Theodoridis, Christos Doulkeridis, 2017, Data Mining and Knowledge Discovery.

How not to drown in a sea of information: An event recognition approach

Nikos Pelekis, Yannis Theodoridis, Alexander Artikis, 2015, 2015 IEEE International Conference on Big Data (Big Data).

Privacy-Preserving Indoor Localization on Smartphones

Nikos Pelekis, Yannis Theodoridis, Demetrios Zeinalipour-Yazti, 2015 .

Hermoupolis: A Trajectory Generator for Simulating Generalized Mobility Patterns

Nikos Pelekis, Yannis Theodoridis, Christos Ntrigkogias, 2013, ECML/PKDD.

Pattern Comparison in Data Mining: A Survey

Nikos Pelekis, Yannis Theodoridis, Irene Ntoutsi, 2007 .

Clustering uncertain trajectories

Nikos Pelekis, Ioannis Kopanakis, Yannis Theodoridis, 2011, Knowledge and Information Systems.

Towards Trajectory Data Warehouses

Nikos Pelekis, Yannis Theodoridis, Maria Luisa Damiani, 2008, Mobility, Data Mining and Privacy.

Trajectory Detection and Summarization over Surveillance Data Streams

Nikos Pelekis, Yannis Theodoridis, Kostas Patroumpas, 2020, Big Data Analytics for Time-Critical Mobility Forecasting.

The Baquara2 knowledge-based framework for semantic enrichment and analysis of movement data

Nikos Pelekis, Yannis Theodoridis, Chiara Renso, 2015, Data Knowl. Eng..

Semantic Aspects on Mobility Data

Nikos Pelekis, Yannis Theodoridis, 2014 .

Efficient AIS Data Processing for Environmentally Safe Shipping

Nikos Pelekis, Yannis Theodoridis, Cyril Ray, 2013 .

Big data analytics for time critical maritime and aerial mobility forecasting

Harris Georgiou, C. Claramunt, Nikos Pelekis, 2018 .

Privacy Preservation of Semantic Trajectory Databases using Query Auditing Techniques

Nikos Pelekis, Despina Kopanaki, 2017, EDBT/ICDT Workshops.

A Framework for Mobility Pattern Mining and Privacy- Aware Querying of Trajectory Data

Nikos Pelekis, Yannis Theodoridis, Aris Gkoulalas-Divanis, 2012 .

Increasing Maritime Situation Awareness via Trajectory Detection, Enrichment and Recognition of Events

Nikos Pelekis, Yannis Theodoridis, Cyril Ray, 2018, W2GIS.

Fuzzy clustering of intuitionistic fuzzy data

Nikos Pelekis, Ioannis Kopanakis, Dimitrios K. Iakovidis, 2008, Int. J. Bus. Intell. Data Min..

Pattern-Based Retrieval of Cultural Heritage Images

Haralampos Karanikas, Nikos Pelekis, Dimitris K. Iakovidis, 2007 .

Visual Techniques for the Interpretation of Data Mining Outcomes

Haralampos Karanikas, Nikos Pelekis, Ioannis Kopanakis, 2005, Panhellenic Conference on Informatics.

Intuitionistic Fuzzy Clustering with Applications in Computer Vision

Nikos Pelekis, Ioannis Kopanakis, Dimitrios K. Iakovidis, 2008, ACIVS.

Trajectory Database Systems

Nikos Pelekis, Yannis Theodoridis, Elias Frentzos, 2008, Mobility, Data Mining and Privacy.

Private-HERMES: a benchmark framework for privacy-preserving mobility data querying and mining methods

Nikos Pelekis, Yannis Theodoridis, Aris Gkoulalas-Divanis, 2012, EDBT '12.

DAEDALUS: A knowledge discovery analysis framework for movement data

Nikos Pelekis, Yannis Theodoridis, Gianni Costa, 2008, SEBD.

EasyTracker: An Android Application for Capturing Mobility Behavior

Nikos Pelekis, Yannis Theodoridis, Alexandros Doulamis, 2012, 2012 16th Panhellenic Conference on Informatics.

MetaOn - Ontology Driven Metadata Construction and Management for Intelligent Search in Text and Image Collections

Haralampos Karanikas, Nikos Pelekis, Ioannis Kopanakis, 2006, 17th International Workshop on Database and Expert Systems Applications (DEXA'06).

DataStories at SemEval-2017 Task 6: Siamese LSTM with Attention for Humorous Text Comparison

Nikos Pelekis, Christos Doulkeridis, Christos Baziotis, 2017, SemEval@ACL.

In-DBMS Sampling-based Sub-trajectory Clustering

Nikos Pelekis, Yannis Theodoridis, Panagiotis Tampakis, 2017, EDBT.

Building real-world trajectory warehouses

Nikos Pelekis, Yannis Theodoridis, Gerasimos Marketos, 2008, MobiDE '08.

Mining Trajectory Databases via a Suite of Distance Operators

Nikos Pelekis, Ioannis Kopanakis, Yannis Theodoridis, 2007, 2007 IEEE 23rd International Conference on Data Engineering Workshop.

DataStories at SemEval-2017 Task 4: Deep LSTM with Attention for Message-level and Topic-based Sentiment Analysis

Nikos Pelekis, Christos Doulkeridis, Christos Baziotis, 2017, *SEMEVAL.

An evaluation of data stream clustering algorithms

Nikos Pelekis, Yannis Theodoridis, Eirini Ntoutsi, 2018, Stat. Anal. Data Min..

SeTraStream: Semantic-Aware Trajectory Construction over Streaming Movement Data

Nikos Pelekis, Yannis Theodoridis, Zhixian Yan, 2011, SSTD.

Unveiling movement uncertainty for robust trajectory similarity analysis

Vania Bogorny, Nikos Pelekis, Yannis Theodoridis, 2018, Int. J. Geogr. Inf. Sci..

Trajectory Data Models

Stefano Spaccapietra, Nikos Pelekis, Yannis Theodoridis, 2008, Mobility, Data Mining and Privacy.

A Framework for Trajectory Data Warehousing

Nikos Pelekis, Yannis Theodoridis, Gerasimos Marketos, 2008 .

Hands-on with Hermes@Oracle MOD

Nikos Pelekis, Yannis Theodoridis, 2014 .

Intelligent Search Assistant: The MetaOn Approach

Haralampos Karanikas, Nikos Pelekis, Dimitris K. Iakovidis, 2008 .

Boosting location-based services with a moving object database engine

Nikos Pelekis, Yannis Theodoridis, 2006, MobiDE '06.

Scalable Distributed Subtrajectory Clustering

Nikos Pelekis, Yannis Theodoridis, Christos Doulkeridis, 2019, 2019 IEEE International Conference on Big Data (Big Data).

Mobility Data Mining and Knowledge Discovery

Nikos Pelekis, Yannis Theodoridis, 2014 .

Background on Spatial Data Management and Exploration

Nikos Pelekis, Yannis Theodoridis, N. Pelekis, 2014 .

Trajectory Compression under Network Constraints

Nikos Pelekis, Yannis Theodoridis, Georgios Kellaris, 2009, SSTD.

HERMES: aggregative LBS via a trajectory DB engine

Nikos Pelekis, Yannis Theodoridis, Elias Frentzos, 2008, SIGMOD Conference.

Searching for Spatio-Temporal-Keyword Patterns in Semantic Trajectories

Nikos Pelekis, Yannis Theodoridis, Christos Doulkeridis, 2017, IDA.

Mobility Data Management and Exploration

Nikos Pelekis, Yannis Theodoridis, N. Pelekis, 2014, Springer New York.

Online event recognition from moving vessel trajectories

Nikos Pelekis, Yannis Theodoridis, Alexander Artikis, 2016, GeoInformatica.

Spatio-Temporal-Keyword Pattern Queries over Semantic Trajectories with Hermes@Neo4j

Nikos Pelekis, Yannis Theodoridis, Christos Doulkeridis, 2018, EDBT.

GF-Miner: a Genetic Fuzzy Classifier for Numerical Data

Nikos Pelekis, Yannis Theodoridis, Vicky Tsikolidaki, 2009, AIAI.

Big Data Analytics for Time Critical Mobility Forecasting: Recent Progress and Research Challenges.

Nikos Pelekis, Yannis Theodoridis, Cyril Ray, 2018 .

Visually exploring movement data via similarity-based analysis

Nikos Pelekis, Ioannis Kopanakis, Yannis Theodoridis, 2012, Journal of Intelligent Information Systems.

Fuzzy Miner: Extracting Fuzzy Rules from Numerical Patterns

Nikos Pelekis, Ioannis Kopanakis, Yannis Theodoridis, 2008, Int. J. Data Warehous. Min..

Haralampos Karanikas, Nikos Pelekis, Ioannis Kopanakis, 2009, IEEE Transactions on Information Technology in Biomedicine.

The Case of Big Mobility Data

Nikos Pelekis, Yannis Theodoridis, 2014 .

ARGO: A Big Data Framework for Online Trajectory Prediction

Nikos Pelekis, Yannis Theodoridis, George A. Vouros, 2019, SSTD.

On querying and mining semantic-aware mobility timelines

Nikos Pelekis, Yannis Theodoridis, Stylianos Sideridis, 2016, International Journal of Data Science and Analytics.

Trajectory Voting and Classification Based on Spatiotemporal Similarity in Moving Object Databases

Nikos Pelekis, Ioannis Kopanakis, Costas Panagiotakis, 2009, IDA.

Hermoupolis: a semantic trajectory generator in the data science era

Nikos Pelekis, Yannis Theodoridis, Panagiotis Tampakis, 2015, SIGSPACIAL.

GeoPKDD Deliverable D.1.1.Privacy-aware Trajectory Warehouse Alignment Report

Stefano Spaccapietra, Nikos Pelekis, Yannis Theodoridis, 2006 .

Nearest Neighbor Search on Moving Object Trajectories

Nikos Pelekis, Yannis Theodoridis, Elias Frentzos, 2005, SSTD.

Discovering market trends in the biotechnology industry

Haralampos Karanikas, Nikos Pelekis, Ioannis Kopanakis, 2011, Int. J. Bus. Intell. Data Min..

Semantic-aware aircraft trajectory prediction using flight plans

Harris Georgiou, Nikos Pelekis, Yannis Theodoridis, 2019, International Journal of Data Science and Analytics.

Cost Models and Efficient Algorithms on Existentially Uncertain Spatial Data

Nikos Pelekis, Yannis Theodoridis, Elias Frentzos, 2008, 2008 Panhellenic Conference on Informatics.

Future Location and Trajectory Prediction

Nikos Pelekis, Yannis Theodoridis, Panagiotis Tampakis, 2020, Big Data Analytics for Time-Critical Mobility Forecasting.

Systems for Privacy-Preserving Mobility Data Management

Nikos Pelekis, Yannis Theodoridis, Despina Kopanaki, 2018, Handbook of Mobile Data Privacy.

Map-matched trajectory compression

Nikos Pelekis, Yannis Theodoridis, Georgios Kellaris, 2013, J. Syst. Softw..

The DAEDALUS framework: progressive querying and mining of movement data

Nikos Pelekis, Yannis Theodoridis, Gianni Costa, 2008, GIS '08.

Trajectory Collection and Reconstruction

Nikos Pelekis, Yannis Theodoridis, Zhixian Yan, 2013, Mobility Data.

Nikos Pelekis, Ioannis Kopanakis, Yannis Theodoridis, 2007, 14th International Symposium on Temporal Representation and Reasoning (TIME'07).

Hot Spot Analysis over Big Trajectory Data

Nikos Pelekis, Yannis Theodoridis, Christos Doulkeridis, 2018, 2018 IEEE International Conference on Big Data (Big Data).

Privacy-Aware Mobility Data Exploration

Nikos Pelekis, Yannis Theodoridis, 2014 .

SPARTAN: Semantic integration of big spatio-temporal data from streaming and archival sources

Nikos Pelekis, Yannis Theodoridis, George A. Vouros, 2020, Future Gener. Comput. Syst..

On-the-fly mobility event detection over aircraft trajectories

Nikos Pelekis, Yannis Theodoridis, Kostas Patroumpas, 2018, SIGSPATIAL/GIS.

Trajectory based traffic analysis

Nikos Pelekis, Yannis Theodoridis, Kristian Torp, 2013, SIGSPATIAL/GIS.

Semantic trajectories modeling and analysis

Stefano Spaccapietra, Nikos Pelekis, Yannis Theodoridis, 2013, CSUR.

Modeling and Acquiring Mobility Data

Nikos Pelekis, Yannis Theodoridis, N. Pelekis, 2014 .

Hands-on with Hermes@Postgres MOD

Nikos Pelekis, Yannis Theodoridis, 2014 .

Baquara: A Holistic Ontological Framework for Movement Analysis Using Linked Data

Nikos Pelekis, Yannis Theodoridis, Chiara Renso, 2013, ER.

On the Support of Mobility in ORDBMS

Nikos Pelekis, Yannis Theodoridis, Elias Frentzos, 2014, Int. J. Knowl. Based Organ..

MaSEC: Discovering Anchorages and Co-movement Patterns on Streaming Vessel Trajectories

Nikos Pelekis, Yannis Theodoridis, Yannis Kontoulis, 2021, SSTD.

A Survey on Big Data Processing Frameworks for Mobility Analytics

Nikos Pelekis, Yannis Theodoridis, Christos Doulkeridis, 2021, SIGMOD Rec..

A Novel Indexing Method for Spatial-Keyword Range Queries

Nikos Pelekis, Christos Doulkeridis, Panagiotis Tampakis, 2021, SSTD.

Maritime Data Analytics

Nikos Pelekis, Yannis Theodoridis, Panagiotis Tampakis, 2021, Guide to Maritime Informatics.

Visual Analytics for Characterizing Mobility Aspects of Urban Context

Robert Weibel, Nikos Pelekis, Yannis Theodoridis, 2021 .

ST_VISIONS: A Python Library for Interactive Visualization of Spatio-temporal Data

Nikos Pelekis, Yannis Theodoridis, Christos Doulkeridis, 2021, 2021 22nd IEEE International Conference on Mobile Data Management (MDM).

Clustering and Representing Movements in an Uncertain World

Nikos Pelekis, Ioannis Kopanakis, Elias Frentzos, 2009 .

Cost Models and Efficient Query Processing over Existentially Uncertain Spatial Data

Nikos Pelekis, Yannis Theodoridis, Elias Frentzos, 2008 .

Nearest Neighbor Search on Moving Object Trajectories

Nikos Pelekis, Yannis Theodoridis, Elias Frentzos, 2005, SSTD.

An Oracle Data Cartridge for Moving Objects

Nikos Pelekis, Yannis Theodoridis, 2005 .