N. Pelekis

发表

The DAEDALUS framework: progressive querying and mining of movement data

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

Towards Progressively Querying and Mining Movement Data

F. Giannotti, R. Ortale, E. Ritacco, 2008 .

Semantic trajectories modeling and analysis

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

Algorithms for Nearest Neighbor Search on Moving Object Trajectories

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

D 1 . 2 Final data manager and data warehouse storage infrastructure DATA science for SIMulating the era of electric vehicles

Daniel Schulz, Christine Kopp, N. Pelekis, 2013 .

Incremental Sub - Trajectory Clustering of Large Moving Object Databases

N. Pelekis, Y. Theodoridis, Panagiotis Tampakis, 2013 .

Trajectory Based Traffic Analysis (Demo Paper)

Benjamin B. Krogh, K. Torp, N. Pelekis, 2013 .

Sampling-based Sub-Trajectory Clustering Information Management

N. Pelekis, Y. Theodoridis, Panagiotis Tampakis, 2013 .

D4.1 Development of a Novel Evaluation and Benchmarking Standard

F. Simini, S. Rinzivillo, N. Pelekis, 2014 .

DART : A Machine-Learning Approach to Trajectory Prediction and Demand-Capacity Balancing

Esther Calvo Fernández, Harris V. Georgiou, N. Pelekis, 2017 .

Chapter 2-Basic Concepts of Movement Data

S. Spaccapietra, G. Andrienko, N. Andrienko, 2007 .

Intuitionistic Fuzzy Clustering to Information Retrieval from Cultural Databases

Evangelos E. Kotsifakos, N. Pelekis, D. Iakovidis, 2009 .

Particle swarm optimization and RBF neural networks for public transport arrival time prediction using GTFS data

Harris V. Georgiou, N. Pelekis, Y. Theodoridis, 2022, Int. J. Inf. Manag. Data Insights.

Hybrid clustering/HMM constrained-based learning for Aircraft Trajectory Prediction

Harris V. Georgiou, N. Pelekis, Y. Theodoridis, 2018 .

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

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

Machine Learning Models for Vessel Route Forecasting: An Experimental Comparison

N. Pelekis, Y. Theodoridis, Eva Chondrodima, 2022, 2022 23rd IEEE International Conference on Mobile Data Management (MDM).

Machine Learning Models for Vessel Traffic Flow Forecasting: An Experimental Comparison

N. Pelekis, Y. Theodoridis, Eva Chondrodima, 2022, 2022 23rd IEEE International Conference on Mobile Data Management (MDM).

Driver behaviour profiling based on trajectory analytics

N. Pelekis, Y. Theodoridis, H. Georgiou, 2021 .

Trajectory Collection and Reconstruction

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

Trajectory Data Models

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

Trajectory Database Systems

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

Towards Trajectory Data Warehouses

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

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

Stefano Spaccapietra, Nikos Pelekis, Yannis Theodoridis, 2006 .

Maritime Data Analytics

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

Path-based queries on trajectory data

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

Mobility Data Management and Exploration

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

“ Big data ” in health care Assessment of the performance of Greek NHS hospitals using key performance and clinical workload indicators

N. Pelekis, N. Pelekis, H. Karanikas, 2016 .

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

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

Fuzzy Miner: Extracting Fuzzy Rules from Numerical Patterns

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

Fuzzy Miner - A Fuzzy System for Solving Pattern Classification Problems

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

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..

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.

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

Literature review of spatio-temporal database models

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

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

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

Background on Spatial Data Management and Exploration

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

Discovering market trends in the biotechnology industry

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

Basic Concepts of Movement Data

N. Andrienko, G. Andrienko, N. Pelekis, 2008, Mobility, Data Mining and Privacy.

Pattern Comparison in Data Mining: A Survey

Nikos Pelekis, Yannis Theodoridis, Irene Ntoutsi, 2007 .

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).

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

Trajectory based traffic analysis

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

A Novel Indexing Method for Spatial-Keyword Range Queries

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

An evaluation of data stream clustering algorithms

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

Inferring Relationships from Trajectory Data

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

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).

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

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

Segmentation and Sampling of Moving Object Trajectories Based on Representativeness

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

SeTraStream: Semantic-Aware Trajectory Construction over Streaming Movement Data

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

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.

Visually exploring movement data via similarity-based analysis

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

Building real-world trajectory warehouses

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

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

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

Map-matched trajectory compression

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

Clustering Trajectories of Moving Objects in an Uncertain World

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

Scalable Distributed Subtrajectory Clustering

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

Distributed Subtrajectory Join on Massive Datasets

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

Hot Spot Analysis over Big Trajectory Data

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

Online event recognition from moving vessel trajectories

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

Hermoupolis: A Trajectory Generator for Simulating Generalized Mobility Patterns

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

Semantic-aware aircraft trajectory prediction using flight plans

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

Unveiling movement uncertainty for robust trajectory similarity analysis

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

Nearest Neighbor Search on Moving Object Trajectories

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

Visual Techniques for the Interpretation of Data Mining Outcomes

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

ARGO: A Big Data Framework for Online Trajectory Prediction

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

Privacy-Preserving Indoor Localization on Smartphones

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

An Efficient LSTM Neural Network-Based Framework for Vessel Location Forecasting

A. Pikrakis, N. Pelekis, Y. Theodoridis, 2023, IEEE Transactions on Intelligent Transportation Systems.

Clustering uncertain trajectories

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

Online Long-Term Trajectory Prediction Based on Mined Route Patterns

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

Public Transport Arrival Time Prediction Based on GTFS Data

Harris V. Georgiou, N. Pelekis, Y. Theodoridis, 2021, LOD.

Vessel Collision Risk Assessment using AIS Data: A Machine Learning Approach

N. Pelekis, Y. Theodoridis, Eva Chondrodima, 2022, International Conference on Mobile Data Management.

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

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

Trajectory Compression under Network Constraints

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

Modeling and Acquiring Mobility Data

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

Mobility Database Management

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

Wireless Network Data Sources: Tracking and Synthesizing Trajectories

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

Visual Analytics for Characterizing Mobility Aspects of Urban Context

Robert Weibel, Nikos Pelekis, Yannis Theodoridis, 2021 .

Nearest Neighbor Search on Moving Object Trajectories

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

HERMES: A Trajectory DB Engine for Mobility-Centric Applications

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

T-Warehouse: Visual OLAP analysis on trajectory data

N. Pelekis, Y. Theodoridis, E. Frentzos, 2010, 2010 IEEE 26th International Conference on Data Engineering (ICDE 2010).

Collision Risk Assessment and Forecasting on Maritime Data

N. Pelekis, Y. Theodoridis, Andreas Tritsarolis, 2023, SIGSPATIAL/GIS.

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

Nikos Pelekis, Yannis Theodoridis, Cyril Ray, 2018 .

On temporal-constrained sub-trajectory cluster analysis

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

Simulating Our LifeSteps by Example

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

Segmentation and Sampling of Moving Object Trajectories Based on Representativeness

N. Pelekis, Y. Theodoridis, C. Panagiotakis, 2012, IEEE Transactions on Knowledge and Data Engineering.

Future Location and Trajectory Prediction

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

Offline Trajectory Analytics

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

In-DBMS Sampling-based Sub-trajectory Clustering

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