Manolis Μaragoudakis

1.7k total citations
87 papers, 831 citations indexed

About

Manolis Μaragoudakis is a scholar working on Artificial Intelligence, Signal Processing and Information Systems. According to data from OpenAlex, Manolis Μaragoudakis has authored 87 papers receiving a total of 831 indexed citations (citations by other indexed papers that have themselves been cited), including 50 papers in Artificial Intelligence, 13 papers in Signal Processing and 12 papers in Information Systems. Recurrent topics in Manolis Μaragoudakis's work include Natural Language Processing Techniques (11 papers), Topic Modeling (10 papers) and Bayesian Modeling and Causal Inference (9 papers). Manolis Μaragoudakis is often cited by papers focused on Natural Language Processing Techniques (11 papers), Topic Modeling (10 papers) and Bayesian Modeling and Causal Inference (9 papers). Manolis Μaragoudakis collaborates with scholars based in Greece, United Arab Emirates and United States. Manolis Μaragoudakis's co-authors include Constantinos Kolias, Georgios Kambourakis, Stefanos Gritzalis, Georgios N. Yannakakis, Euripidis Loukis, John Hallam, Katia Lida Kermanidis, Euripides Loukis, Ilias Maglogiannis and Nikos Fakotakis and has published in prestigious journals such as SHILAP Revista de lepidopterología, Knowledge-Based Systems and Applied Sciences.

In The Last Decade

Manolis Μaragoudakis

79 papers receiving 763 citations

Peers

Countries citing papers authored by Manolis Μaragoudakis

Since Specialization

Citations

This map shows the geographic impact of Manolis Μaragoudakis'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 Manolis Μaragoudakis with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Manolis Μaragoudakis more than expected).

Fields of papers citing papers by Manolis Μaragoudakis

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Manolis Μaragoudakis. 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 Manolis Μaragoudakis. The network helps show where Manolis Μaragoudakis may publish in the future.

Co-authorship network of co-authors of Manolis Μaragoudakis

This figure shows the co-authorship network connecting the top 25 collaborators of Manolis Μaragoudakis. A scholar is included among the top collaborators of Manolis Μaragoudakis 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 Manolis Μaragoudakis. Manolis Μaragoudakis is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	A Multimodal Framework Embedding Retrieval-Augmented Generation with MLLMs for Eurobarometer Data 2025 ·AI ·(unknown), Vangelis Sarlis, Manolis Μaragoudakis, Christos Tjortjis	1
2	Optimized Neural Network Architectures for Brain Tumor Classification and Precision Medicine 2025 ·International Journal of Artificial Intelligence Tools ·(unknown), (unknown), Manolis Μaragoudakis, Ioannis Karamitsos	0
3	Advanced CNN Architectures for Improved Garbage Image Classification: An In-depth Evaluation 2024 ·(unknown), (unknown), (unknown), Manolis Μaragoudakis, Phivos Mylonas	1
4	Enhancing E-Government Services through State-of-the-Art, Modular, and Reproducible Architecture over Large Language Models 2024 ·Applied Sciences ·(unknown), Vangelis Sarlis, Manolis Μaragoudakis, Christos Tjortjis	4
5	Case study analysis of medical and pharmaceutical chatbots in digital marketing and proposal to create a reliable chatbot with summary extraction based on users' keywords. 2023 ·(unknown), (unknown), Manolis Μaragoudakis	2
6	Predicting firms’ resilience to economic crisis using artificial intelligence for optimizing economic stimulus programs 2023 ·Transforming Government People Process and Policy ·(unknown), Euripidis Loukis, Manolis Μaragoudakis	1
7	Techniques of Applied Machine Learning Being Utilized for the Purpose of Selecting and Placing Human Resources within the Public Sector 2022 ·(unknown), (unknown), Manolis Μaragoudakis, Markos Avlonitis, (unknown), Praveen Hoogar, George Mugambage Ruhago, (unknown)	8
8	Meteorological Data Science: exploiting causality discovery in time-series for knowledge discovery and improved forecasting 2022 ·Manolis Μaragoudakis, (unknown)	1
9	Breast Cancer Classification of Histopathological Images using Deep Convolutional Neural Networks 2022 ·(unknown), (unknown), (unknown), Manolis Μaragoudakis	10
10	Predicting Depression: a comparative study of machine learning approaches based on language usage. 2017 ·SHILAP Revista de lepidopterología ·(unknown), (unknown), Manolis Μaragoudakis, (unknown), Marcelo Luis Errecalde	7
11	Improving Quality of Educational Processes Providing New Knowledge Using Data Mining Techniques 2014 ·Procedia - Social and Behavioral Sciences ·(unknown), Stefanos Gritzalis, Manolis Μaragoudakis, Cleo Sgouropoulou, (unknown)	42
12	Privacy Preserving Data Mining Using Radial Basis Functions on Horizontally Partitioned Databases in the Malicious Model 2014 ·International Journal of Artificial Intelligence Tools ·(unknown), Manolis Μaragoudakis, Stefanos Gritzalis	2
13	A Review of Opinion Mining Methods for Analyzing Citizens’ Contributions in Public Policy Debate 2011 ·Lecture notes in computer science ·Manolis Μaragoudakis, Euripidis Loukis, Yannis Charalabidis	27
14	Accurate and large-scale privacy-preserving data mining using the election paradigm 2009 ·Data & Knowledge Engineering ·Emmanouil Magkos, Manolis Μaragoudakis, (unknown), Stefanos Gritzalis	20
15	Enhancing User Support in Open Problem Solving Environments through Bayesian Network Inference Techniques 2006 ·Educational Technology & Society ·Νικόλαος Τσέλιος, (unknown), Manolis Μaragoudakis, Nikolaos Avouris, Vassilis Komis	5
16	Dealing with Imbalanced Data using Bayesian Techniques 2006 ·Language Resources and Evaluation ·Manolis Μaragoudakis, Katia Lida Kermanidis, (unknown), Nikos Fakotakis	3
17	Player Modeling Impact on Player's Entertainment in Computer Games 2005 ·University of Southern Denmark Research Portal (University of Southern Denmark) ·Georgios N. Yannakakis, Manolis Μaragoudakis	10
18	Learning to Predict Pitch Accents Using Bayesian Belief Networks for Greek Language. 2004 ·Language Resources and Evaluation ·Panagiotis Zervas, Manolis Μaragoudakis, Nikos Fakotakis, George Kokkinakis	1
19	A Bayesian Model for Shallow Syntactic Parsing of Natural Language Texts. 2004 ·Language Resources and Evaluation ·Manolis Μaragoudakis, Nikos Fakotakis, George Kokkinakis	2
20	Combining Bayesian and Support Vector Machines Learning to automatically complete Syntactical Information for HPSG-like Formalisms. 2002 ·Language Resources and Evaluation ·Manolis Μaragoudakis, Katia Lida Kermanidis, Nikos Fakotakis, George Kokkinakis	1

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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