Nikos Kanakaris

About Nikos Kanakaris

Nikos Kanakaris, With an exceptional h-index of 8 and a recent h-index of 8 (since 2020), a distinguished researcher at University of Patras, specializes in the field of graph machine learning, graph representation learning, graph neural networks, NLP.

His recent articles reflect a diverse array of research interests and contributions to the field:

Graph-based knowledge representation and extraction from unstructured textual data using machine learning algorithms

Leveraging open innovation practices through a novel ICT platform

Predicting prices of Airbnb listings via Graph Neural Networks and Document Embeddings: The case of the island of Santorini

Leveraging Reinforcement Learning and Large Language Models for Code Optimization

A Comparative Survey of Graph Databases and Software for Social Network Analytics: The Link Prediction Perspective

Making personnel selection smarter through word embeddings: A graph-based approach

Detection of fake news campaigns using graph convolutional networks

Is it a bug or a feature? Identifying software bugs using graph attention networks

Nikos Kanakaris Information

University

Position

PhD Candidate

Citations(all)

144

Citations(since 2020)

144

Cited By

23

hIndex(all)

8

hIndex(since 2020)

8

i10Index(all)

8

i10Index(since 2020)

8

Email

University Profile Page

Google Scholar

Nikos Kanakaris Skills & Research Interests

graph machine learning

graph representation learning

graph neural networks

NLP

Top articles of Nikos Kanakaris

Title

Journal

Author(s)

Publication Date

Graph-based knowledge representation and extraction from unstructured textual data using machine learning algorithms

Nikos Kanakaris

2023/7/21

Leveraging open innovation practices through a novel ICT platform

Emmanuel Adamides

Nikolaos Giarelis

Nikos Kanakaris

Nikos Karacapilidis

Konstantinos Konstantinopoulos

...

2023/6/1

Predicting prices of Airbnb listings via Graph Neural Networks and Document Embeddings: The case of the island of Santorini

Procedia Computer Science

Nikos Kanakaris

Nikos Karacapilidis

2023

Leveraging Reinforcement Learning and Large Language Models for Code Optimization

arXiv preprint arXiv:2312.05657

Shukai Duan

Nikos Kanakaris

Xiongye Xiao

Heng Ping

Chenyu Zhou

...

2023/12/9

A Comparative Survey of Graph Databases and Software for Social Network Analytics: The Link Prediction Perspective

Nikos Kanakaris

Dimitrios Michail

Iraklis Varlamis

2023/10/13

Making personnel selection smarter through word embeddings: A graph-based approach

Machine Learning with Applications

Nikos Kanakaris

Nikolaos Giarelis

Ilias Siachos

Nikos Karacapilidis

2022/3/15

Detection of fake news campaigns using graph convolutional networks

International Journal of Information Management Data Insights

Dimitrios Michail

Nikos Kanakaris

Iraklis Varlamis

2022/11/1

Is it a bug or a feature? Identifying software bugs using graph attention networks

Nikos Kanakaris

Ilias Siachos

Nikos Karacapilidis

2022/10/31

Medical Knowledge Graphs in the Discovery of Future Research Collaborations

Nikolaos Giarelis

Nikos Kanakaris

Nikos Karacapilidis

2021/11/27

Converting Biomedical Text Annotated Resources into FAIR Research Objects with an Open Science Platform

Applied Sciences

Alexandros Kanterakis

Nikos Kanakaris

Manos Koutoulakis

Konstantina Pitianou

Nikos Karacapilidis

...

2021/10/15

A comparative assessment of state-of-the-art methods for multilingual unsupervised keyphrase extraction

Nikolaos Giarelis

Nikos Kanakaris

Nikos Karacapilidis

2021/6/22

Shall i work with them? A knowledge graph-based approach for predicting future research collaborations

Entropy

Nikos Kanakaris

Nikos Giarelis

Ilias Siachos

Nikos Karacapilidis

2021

On a novel representation of multiple textual documents in a single graph

Nikolaos Giarelis

Nikos Kanakaris

Nikos Karacapilidis

2020/6/12

An innovative graph-based approach to advance feature selection from multiple textual documents

Nikolaos Giarelis

Nikos Kanakaris

Nikos Karacapilidis

2020/5/29

On the Exploitation of Textual Descriptions for a Better-informed Task Assignment Process.

Nikos Kanakaris

Nikos I Karacapilidis

Georgios Kournetas

2020/2

Combining machine learning and operations research methods to advance the project management practice

Nikos Kanakaris

Nikos Karacapilidis

Georgios Kournetas

Alexis Lazanas

2020

On the utilization of structural and textual information of a scientific knowledge graph to discover future research collaborations: a link prediction perspective

Nikolaos Giarelis

Nikos Kanakaris

Nikos Karacapilidis

2020/10/15

See List of Professors in Nikos Kanakaris University(University of Patras)

Co-Authors

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