Bogdan Ionescu

About Bogdan Ionescu

Bogdan Ionescu, With an exceptional h-index of 34 and a recent h-index of 24 (since 2020), a distinguished researcher at Universitatea Politehnica din Bucuresti, specializes in the field of machine learning, information retrieval, multimedia.

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

Overview of the mediaeval 2023 predicting video memorability task

Deepfake Sentry: Harnessing Ensemble Intelligence for Resilient Detection and Generalisation

Advancing Multimedia Retrieval in Medical, Social Media and Content Recommendation Applications with ImageCLEF 2024

Few-Shot Object Detection as a Service: Facilitating Training and Deployment for Domain Experts

The Observation of Actors’ Vocal Emotion Exercises with Deep Learning and Spectral Analysis

Autoencoder-based data augmentation for deepfake detection

Aimultimedialab at ImageCLEFmedical GANs 2023: determining “fingerprints” of training data in generated synthetic images

Assessing the difficulty of predicting media memorability

Bogdan Ionescu Information

University

Position

___

Citations(all)

3770

Citations(since 2020)

2168

Cited By

2394

hIndex(all)

34

hIndex(since 2020)

24

i10Index(all)

95

i10Index(since 2020)

59

Email

University Profile Page

Universitatea Politehnica din Bucuresti

Google Scholar

View Google Scholar Profile

Bogdan Ionescu Skills & Research Interests

machine learning

information retrieval

multimedia

Top articles of Bogdan Ionescu

Title

Journal

Author(s)

Publication Date

Overview of the mediaeval 2023 predicting video memorability task

Proc. of the MediaEval 2023 Workshop, Amsterdam, The Netherlands and Online

Mihai Gabriel Constantin

Claire-Hélène Demarty

Camilo Fosco

A García Seco de Herrera

S Halder

...

2024

Deepfake Sentry: Harnessing Ensemble Intelligence for Resilient Detection and Generalisation

arXiv preprint arXiv:2404.00114

Liviu-Daniel Ştefan

Dan-Cristian Stanciu

Mihai Dogariu

Mihai Gabriel Constantin

Andrei Cosmin Jitaru

...

2024/3/29

Advancing Multimedia Retrieval in Medical, Social Media and Content Recommendation Applications with ImageCLEF 2024

Bogdan Ionescu

Henning Müller

Ana Maria Drăgulinescu

Ahmad Idrissi-Yaghir

Ahmedkhan Radzhabov

...

2024/3/20

Few-Shot Object Detection as a Service: Facilitating Training and Deployment for Domain Experts

Werner Bailer

Mihai Dogariu

Bogdan Ionescu

Hannes Fassold

2024/1/29

The Observation of Actors’ Vocal Emotion Exercises with Deep Learning and Spectral Analysis

WSEAS Transactions on Information Science and Applications

Costin Andrei Bratan

Claudia Tocila-Matasel

Alexandra-Georgiana Andrei

Ana Voichita Tebeanu

Eduard Franti

...

2024

Autoencoder-based data augmentation for deepfake detection

Dan-Cristian Stanciu

Bogdan Ionescu

2023/6/12

Aimultimedialab at ImageCLEFmedical GANs 2023: determining “fingerprints” of training data in generated synthetic images

CLEF2023 Working Notes, CEUR Workshop Proceedings, Thessaloniki, Greece

Alexandra-Georgiana Andrei

Bogdan Ionescu

2023

Assessing the difficulty of predicting media memorability

Mihai Gabriel Constantin

Mihai Dogariu

Andrei Cosmin Jitaru

Bogdan Ionescu

2023/9/20

TMS-EEG perturbation biomarkers for Alzheimer’s disease patients classification

Scientific Reports

Alexandra-Maria Tăuƫan

Elias P Casula

Maria Concetta Pellicciari

Ilaria Borghi

Michele Maiella

...

2023/5/11

Aimultimedialab at mediaeval 2022: Predicting media memorability using video vision transformers and augmented memorable moments

Working Notes Proceedings of the MediaEval 2022 Workshop

Mihai Gabriel Constantin

Bogdan Ionescu

2023

ImageCLEF 2023 Highlight: Multimedia Retrieval in Medical, Social Media and Content Recommendation Applications

Bogdan Ionescu

Henning Müller

Ana Maria Drăgulinescu

Adrian Popescu

Ahmad Idrissi-Yaghir

...

2023/3/16

Overview of imagecleffusion 2023 task-testing ensembling methods in diverse scenarios

Experimental IR Meets Multilinguality, Multimodality, and Interaction. CEUR Workshop Proceedings, CEUR-WS. org, Thessaloniki, Greece

Liviu-Daniel Ştefan

Mihai Gabriel Constantin

Mihai Dogariu

Bogdan Ionescu

2023/9/18

AIMultimediaLab at MediaEval 2023: Studying the Generalization of Media Memorability Methods.

Mihai Gabriel Constantin

Bogdan Ionescu

2023

High Density Crowd Scene Detection in Untrimmed Streaming Videos for Surveillance Purpose

Andrei-Cosmin Jitaru

Bogdan Ionescu

2023/6/29

MAD’23 Workshop: Multimedia AI against Disinformation

Luca Cuccovillo

Bogdan Ionescu

Giorgos Kordopatis-Zilos

Symeon Papadopoulos

Adrian Popescu

2023/6/12

Overview of ImageCLEFmedical GANs 2023 Task: identifying training data “fingerprints” in synthetic biomedical images generated by GANs for medical image security

Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023)

Alexandra-Georgiana Andrei

Ahmedkhan Radzhabov

Ioan Coman

Vassili Kovalev

Bogdan Ionescu

...

2023

Automatic sleep scoring with LSTM networks: impact of time granularity and input signals

Biomedical Engineering/Biomedizinische Technik

Alexandra-Maria Tăuțan

Alessandro C Rossi

Bogdan Ionescu

2022/8/26

Overview of ImageCLEFfusion 2022 Task-Ensembling Methods for Media Interestingness Prediction and Result Diversification.

Liviu-Daniel Stefan

Mihai Gabriel Constantin

Mihai Dogariu

Bogdan Ionescu

2022

Deep Learning-based Object Searching and Reporting for Aerial Surveillance Systems

Andrei-Cosmin Jitaru

Cosmina-Elena Barbu

Bogdan Ionescu

2022/6/16

Overview of the ImageCLEF 2022: Multimedia retrieval in medical, social media and nature applications

Bogdan Ionescu

Henning Müller

Renaud Péteri

Johannes Rückert

Asma Ben Abacha

...

2022/8/25

See List of Professors in Bogdan Ionescu University(Universitatea Politehnica din Bucuresti)

Co-Authors

H-index: 52
Markus Schedl

Markus Schedl

Johannes Kepler Universität Linz

H-index: 29
Constantin Vertan

Constantin Vertan

Universitatea Politehnica din Bucuresti

H-index: 27
Alba García Seco de Herrera

Alba García Seco de Herrera

University of Essex

H-index: 15
Mihai Gabriel Constantin

Mihai Gabriel Constantin

Universitatea Politehnica din Bucuresti

H-index: 11
Bogdan Andrei Boteanu

Bogdan Andrei Boteanu

Universitatea Politehnica din Bucuresti

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