Nikos Pelekis

4.2k total citations · 2 hit papers
80 papers, 2.2k citations indexed

About

Nikos Pelekis is a scholar working on Signal Processing, Computer Networks and Communications and Artificial Intelligence. According to data from OpenAlex, Nikos Pelekis has authored 80 papers receiving a total of 2.2k indexed citations (citations by other indexed papers that have themselves been cited), including 59 papers in Signal Processing, 24 papers in Computer Networks and Communications and 21 papers in Artificial Intelligence. Recurrent topics in Nikos Pelekis's work include Data Management and Algorithms (58 papers), Advanced Database Systems and Queries (21 papers) and Human Mobility and Location-Based Analysis (19 papers). Nikos Pelekis is often cited by papers focused on Data Management and Algorithms (58 papers), Advanced Database Systems and Queries (21 papers) and Human Mobility and Location-Based Analysis (19 papers). Nikos Pelekis collaborates with scholars based in Greece, Germany and Italy. Nikos Pelekis's co-authors include Yannis Theodoridis, Christos Doulkeridis, Christos Baziotis, Ioannis Kopanakis, Elias Frentzos, Gennady Andrienko, Evangelos E. Kotsifakos, Chiara Renso, Natalia Andrienko and Gerasimos Marketos and has published in prestigious journals such as ACM Computing Surveys, IEEE Transactions on Intelligent Transportation Systems and IEEE Transactions on Knowledge and Data Engineering.

In The Last Decade

Nikos Pelekis

80 papers receiving 2.1k citations

Hit Papers

Semantic trajectories modeling and analysis 2013 2026 2017 2021 2013 2017 100 200 300
What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

  1. Semantic trajectories modeling and analysis
    2013 352 citations Chiara Renso, Gennady Andrienko et al. profile →
  2. DataStories at SemEval-2017 Task 4: Deep LSTM with Attention for Message-level and Topic-based Sentiment Analysis
    2017 311 citations Christos Baziotis, Nikos Pelekis et al. profile →

Peers

Nikos Pelekis
Kai Zheng China
Vânia Bogorny Brazil
Mirco Nanni Italy
Lisi Chen China
Maria Luisa Damiani Italy
Kyu-Young Whang South Korea
Zhixian Yan Switzerland
Fabio Pinelli Italy
Quannan Li China
Chenjuan Guo Denmark
Kai Zheng China
Nikos Pelekis
Citations per year, relative to Nikos Pelekis Nikos Pelekis (= 1×) peers Kai Zheng

Countries citing papers authored by Nikos Pelekis

Since Specialization
Citations

This map shows the geographic impact of Nikos Pelekis's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Nikos Pelekis with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Nikos Pelekis more than expected).

Fields of papers citing papers by Nikos Pelekis

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Nikos Pelekis. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Nikos Pelekis. The network helps show where Nikos Pelekis may publish in the future.

Co-authorship network of co-authors of Nikos Pelekis

This figure shows the co-authorship network connecting the top 25 collaborators of Nikos Pelekis. A scholar is included among the top collaborators of Nikos Pelekis based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Nikos Pelekis. Nikos Pelekis is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Renz, Matthias, et al.. (2024). Collision-Risk-Aware Ship Routing. 545–548. 1 indexed citations
2.
Murray, Brian C., et al.. (2023). Collision Risk Assessment and Forecasting on Maritime Data. 1–10. 2 indexed citations
3.
Chondrodima, Eva, Nikos Pelekis, Aggelos Pikrakis, & Yannis Theodoridis. (2023). An Efficient LSTM Neural Network-Based Framework for Vessel Location Forecasting. IEEE Transactions on Intelligent Transportation Systems. 24(5). 4872–4888. 34 indexed citations
4.
Pelekis, Nikos, et al.. (2022). Social Spatio-temporal Keyword Pattern (S²KP) Queries in Multiple Aspect Trajectories Databases. 1. 1–12. 1 indexed citations
5.
Chondrodima, Eva, et al.. (2022). Machine Learning Models for Vessel Traffic Flow Forecasting: An Experimental Comparison. 431–436. 5 indexed citations
6.
Ntoutsi, Eirini, et al.. (2018). An evaluation of data stream clustering algorithms. Statistical Analysis and Data Mining The ASA Data Science Journal. 11(4). 167–187. 53 indexed citations
7.
Baziotis, Christos, Nikos Pelekis, & Christos Doulkeridis. (2017). DataStories at SemEval-2017 Task 4: Deep LSTM with Attention for Message-level and Topic-based Sentiment Analysis. 747–754. 311 indexed citations breakdown →
8.
Baziotis, Christos, Nikos Pelekis, & Christos Doulkeridis. (2017). DataStories at SemEval-2017 Task 6: Siamese LSTM with Attention for Humorous Text Comparison. 390–395. 12 indexed citations
9.
Álvares, Luís Otávio, et al.. (2015). Inferring Relationships from Trajectory Data. 68–79. 2 indexed citations
10.
Pelekis, Nikos, Elias Frentzos, Nikos Giatrakos, & Yannis Theodoridis. (2015). HERMES. RePEc: Research Papers in Economics. 5(2). 19–41. 16 indexed citations
11.
Pelekis, Nikos, et al.. (2014). Path-based queries on trajectory data. VBN Forskningsportal (Aalborg Universitet). 341–350. 21 indexed citations
12.
Pelekis, Nikos, Yannis Theodoridis, Cyril Ray, et al.. (2013). Efficient AIS Data Processing for Environmentally Safe Shipping. SAM, the Arts et Métiers ParisTech open access repository (Paris Institute of Technology). 63. 181–190. 9 indexed citations
13.
Pelekis, Nikos, et al.. (2012). A Framework for Mobility Pattern Mining and Privacy- Aware Querying of Trajectory Data. 1 indexed citations
14.
Iakovidis, Dimitris K., Nikos Pelekis, Evangelos E. Kotsifakos, et al.. (2009). A Pattern Similarity Scheme for Medical Image Retrieval. IEEE Transactions on Information Technology in Biomedicine. 13(4). 442–450. 57 indexed citations
15.
Ortale, Riccardo, Ettore Ritacco, Nikos Pelekis, et al.. (2008). DAEDALUS: A knowledge discovery analysis framework for movement data.. SEBD. 48(2). 191–198. 2 indexed citations
16.
Ortale, Riccardo, Ettore Ritacco, Nikos Pelekis, et al.. (2008). The DAEDALUS framework. ISTI Open Portal. 1–4. 14 indexed citations
17.
Pelekis, Nikos, et al.. (2007). Similarity Search in Trajectory Databases. Publikationsdatenbank der Fraunhofer-Gesellschaft (Fraunhofer-Gesellschaft). 129–140. 85 indexed citations
18.
Frentzos, Elias, et al.. (2007). Algorithms for Nearest Neighbor Search on Moving Object Trajectories. GeoInformatica. 11(2). 159–193. 62 indexed citations
19.
20.
Pelekis, Nikos, Babis Theodoulidis, Ioannis Kopanakis, & Yannis Theodoridis. (2004). Literature review of spatio-temporal database models. The Knowledge Engineering Review. 19(3). 235–274. 113 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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