Elena Ranguelova

According to our database, Elena Ranguelova authored at least 15 papers between 1999 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Beyond the Veil of Similarity: Quantifying Semantic Continuity in Explainable AI.

Qi Huang, Emanuele Mezzi, Osman Mutlu, Miltiadis Kofinas, Vidya Prasad, Shadnan Azwad Khan, Elena Ranguelova, Niki van Stein

Proceedings of the Explainable Artificial Intelligence, 2024

2023

The ROAD to discovery: machine learning-driven anomaly detection in radio astronomy spectrograms.

Michael Mesarcik, Albert-Jan Boonstra, Marco Iacobelli, Elena Ranguelova, Cees de Laat, Rob van Nieuwpoort

CoRR, 2023

2022

DIANNA: Deep Insight And Neural Network Analysis.

Elena Ranguelova, Christiaan Meijer, Leon C. Oostrum, Yang Liu, Patrick Bos, Giulia Crocioni, Matthieu Laneuville, Bryan Cardenas Guevara, Rena Bakhshi, Damian Podareanu

J. Open Source Softw., December, 2022

Improving novelty detection using the reconstructions of nearest neighbours.

Michael Mesarcik, Elena Ranguelova, Albert-Jan Boonstra, Rob V. van Nieuwpoort

Array, 2022

2020

Laserchicken - A tool for distributed feature calculation from massive LiDAR point cloud datasets.

Christiaan Meijer, Meiert W. Grootes, Zsófia Koma, Yifat Dzigan, R. Gonçalves, B. Andela, G. van den Oord, Elena Ranguelova, Nicolas Renaud, W. Daniel Kissling

SoftwareX, 2020

2019

Detecting high indoor crowd density with Wi-Fi localization: a statistical mechanics approach.

Sonja Georgievska, Philip Rutten, Jan Amoraal, Elena Ranguelova, Rena Bakhshi, Ben L. de Vries, Michael Lees, Sander Klous

J. Big Data, 2019

2018

Evaluating Layer-Wise Relevance Propagation Explainability Maps for Artificial Neural Networks.

Elena Ranguelova, Eric J. Pauwels, Joost Berkhout

Proceedings of the 14th IEEE International Conference on e-Science, 2018

2016

A Salient Region Detector for structured images.

Elena Ranguelova

Proceedings of the 13th IEEE/ACS International Conference of Computer Systems and Applications, 2016

2009

Computer-assisted tree taxonomy by automated image recognition.

Eric J. Pauwels, Paul M. de Zeeuw, Elena Ranguelova

Eng. Appl. Artif. Intell., 2009

2008

TNO at TRECVID2008 Combining Audio and Video Fingerprinting for Robust Copy Detection.

Peter Jan O. Doets, Pieter Eendebak, Elena Ranguelova, Wessel Kraaij

Proceedings of the TRECVID 2008 workshop participants notebook papers, 2008

2007

Towards an Online Image-Based Tree Taxonomy.

Paul M. de Zeeuw, Elena Ranguelova, Eric J. Pauwels

Proceedings of the Advances in Data Mining. Theoretical Aspects and Applications, 2007

Pattern Recognition for Multimedia Content Analysis.

Elena Ranguelova, Mark J. Huiskes

Proceedings of the Multimedia Retrieval, 2007

2004

Towards computer-assisted photo-identification of humpback whales.

Elena Ranguelova, Mark J. Huiskes, Eric J. Pauwels

Proceedings of the 2004 International Conference on Image Processing, 2004

2002

Difference Field Estimation for Enhanced 3-D Texture Segmentation.

Elena Ranguelova, Anthony Quinn

Proceedings of the British Machine Vision Conference 2002, 2002

1999

Analysis and Synthesis of Three-Dimensional Gaussian Markov Random Fields.

Elena Ranguelova, Anthony Quinn

Proceedings of the 1999 International Conference on Image Processing, 1999