Dimitrios Gunopulos

About Dimitrios Gunopulos

Dimitrios Gunopulos, With an exceptional h-index of 78 and a recent h-index of 33 (since 2020), a distinguished researcher at National and Kapodistrian University of Athens, specializes in the field of Data Mining, Data Management, Big Data, Machine Learning, Sensor Networks.

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

Deep Learning for Stock Market Prediction Using Sentiment and Technical Analysis

A Framework for Feasible Counterfactual Exploration incorporating Causality, Sparsity and Density

Towards mobility data science (vision paper)

Mobility data science (dagstuhl seminar 22021)

A novel framework for handling sparse data in traffic forecast

Particle-based fast jet simulation at the LHC with variational autoencoders

Low-rank methods in event detection with subsampled point-to-subspace proximity tests

Forecasting Stock Market Trends using Deep Learning on Financial and Textual Data.

Dimitrios Gunopulos Information

University

Position

___

Citations(all)

27126

Citations(since 2020)

5109

Cited By

27533

hIndex(all)

78

hIndex(since 2020)

33

i10Index(all)

199

i10Index(since 2020)

107

Email

University Profile Page

National and Kapodistrian University of Athens

Google Scholar

View Google Scholar Profile

Dimitrios Gunopulos Skills & Research Interests

Data Mining

Data Management

Big Data

Machine Learning

Sensor Networks

Top articles of Dimitrios Gunopulos

Title

Journal

Author(s)

Publication Date

Deep Learning for Stock Market Prediction Using Sentiment and Technical Analysis

SN Computer Science

Georgios-Markos Chatziloizos

Dimitrios Gunopulos

Konstantinos Konstantinou

2024/4/18

A Framework for Feasible Counterfactual Exploration incorporating Causality, Sparsity and Density

arXiv preprint arXiv:2404.13476

Kleopatra Markou

Dimitrios Tomaras

Vana Kalogeraki

Dimitrios Gunopulos

2024/4/20

Towards mobility data science (vision paper)

arXiv preprint arXiv:2307.05717

Mohamed Mokbel

Mahmoud Sakr

Li Xiong

Andreas Züfle

Jussara Almeida

...

2023/6/21

Mobility data science (dagstuhl seminar 22021)

Mohamed Mokbel

Mahmoud Sakr

Li Xiong

Andreas Züfle

Jussara Almeida

...

2022

A novel framework for handling sparse data in traffic forecast

Nikolaos Zygouras

Dimitrios Gunopulos

2022/11/1

Particle-based fast jet simulation at the LHC with variational autoencoders

Machine Learning: Science and Technology

Mary Touranakou

Nadezda Chernyavskaya

Javier Duarte

Dimitrios Gunopulos

Raghav Kansal

...

2022/7/13

Low-rank methods in event detection with subsampled point-to-subspace proximity tests

IEEE Access

Jakub Marecek

Stathis Maroulis

Vana Kalogeraki

Dimitrios Gunopulos

2022/2/16

Forecasting Stock Market Trends using Deep Learning on Financial and Textual Data.

Georgios-Markos Chatziloizos

Dimitrios Gunopulos

Konstantinos Konstantinou

2021/7

News monitor: a framework for exploring news in real-time

Data

Nikolaos Panagiotou

Antonia Saravanou

Dimitrios Gunopulos

2021/12/27

Predictive modeling of infant mortality

Data Mining and Knowledge Discovery

Antonia Saravanou

Clemens Noelke

Nicholas Huntington

Dolores Acevedo-Garcia

Dimitrios Gunopulos

2021/7

News Monitor: A framework for querying news in real time

Antonia Saravanou

Nikolaos Panagiotou

Dimitrios Gunopulos

2021

Particle cloud generation with message passing generative adversarial networks

Advances in Neural Information Processing Systems

Raghav Kansal

Javier Duarte

Hao Su

Breno Orzari

Thiago Tomei

...

2021/12/6

Sparse data generation for particle-based simulation of hadronic jets in the LHC

arXiv preprint arXiv:2109.15197

Breno Orzari

Thiago Tomei

Maurizio Pierini

Mary Touranakou

Javier Duarte

...

2021/9/30

Artificial intelligence for hospital health care: Application cases and answers to challenges in European hospitals

Healthcare

Matthias Klumpp

Marcus Hintze

Milla Immonen

Francisco Ródenas-Rigla

Francesco Pilati

...

2021/7/29

A general framework for first story detection utilizing entities and their relations

IEEE Transactions on Knowledge and Data Engineering

Nikolaos Panagiotou

Cem Akkaya

Kostas Tsioutsiouliklis

Vana Kalogeraki

Dimitrios Gunopulos

2020/1/29

Message from the ICDE 2020 Chairs

Dimitrios Gunopulos

Murat Kantarcioglu

S Sudarshan

Elena Ferrari

Rao Kotagiri

...

2020

Graph generative adversarial networks for sparse data generation in high energy physics

arXiv preprint arXiv:2012.00173

Raghav Kansal

Javier Duarte

Breno Orzari

Thiago Tomei

Maurizio Pierini

...

2020/11/30

GPS Data Analysis: Travel Time Estimation in Sparse Data Environments

Dimitrios Gunopulos

2020/6/30

See List of Professors in Dimitrios Gunopulos University(National and Kapodistrian University of Athens)

Co-Authors

H-index: 68
Nick Koudas

Nick Koudas

University of Toronto

H-index: 50
Vassilis J. Tsotras

Vassilis J. Tsotras

University of California, Riverside

H-index: 47
George Kollios

George Kollios

Boston University

H-index: 40
Carlotta Domeniconi

Carlotta Domeniconi

George Mason University

H-index: 39
Vana Kalogeraki

Vana Kalogeraki

Athens University of Economics and Business

H-index: 33
Michalis Vlachos

Michalis Vlachos

Université de Lausanne

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