Analysis System for Gathered Raw Data

Deliverables

Documents, reports (8)

Quality Management Plan

This deliverable presents the quality policies and the definition of the quality assurance processes to be followed throughout the rest of the project

Data Protection Guidelines and Notifications

Due M24 - draft: M9

Final Demonstrations Results

Results and conclusions of the final demonstrations

Design of the certification programme

This deliverable presents the design of the training and certification programme of the ASGARD tools.

Report on datasets acquisition and/or creation

This deliverable describes the work done on dataset acquisition and/or creation of simulated (realistic) data for research purposes. It will include a data set gap matrix

Demonstrations Planning

Planning for the final demonstrations of ASGARD

Dissemination plan

Due M42 – draft M12 This deliverable presents the detailed dissemination plan as well as a summary of the related activities undertaken

Societal Impact Report

M41 - draft M15

Other (1)

Large-scale multimedia indexing tools

This deliverable includes the large-scale multimedia indexing tools developed and related documentation (i.e. release notes, user manual).

Publications

Conference proceedings (10)

Semantic filtering for video stabilization

Author(s): K. Karageorgos, A. Dimou, A. Axenopoulos, P. Daras, F. Alvarez
Published in: 2017 14th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), 2017, Page(s) 1-6, ISBN 978-1-5386-2939-0
Publisher: IEEE
DOI: 10.1109/AVSS.2017.8078488

Automatic analysis of online image data for law enforcement agencies by concept detection and instance search

Author(s): Henri Bouma, Maaike H. T. de Boer, Maarten C. Kruithof, Frank B. ter Haar, Noëlle M. Fischer, Laurens K. Hagendoorn, Bart Joosten, Stephan A. Raaijmakers
Published in: Counterterrorism, Crime Fighting, Forensics, and Surveillance Technologies, Sep-17, 2017, Page(s) 17, ISBN 9781-510613478
Publisher: SPIE
DOI: 10.1117/12.2277970

Using Transfer Learning in Part-Of-Speech Tagging of English Tweets

Author(s): Meftah, Sara & Semmar, Nasredine & Zennaki, Othman & Sadat, Fatiha.
Published in: The 8th Language and Technology Conference (LTC 2017), 2017
Publisher: Lecture Notes in Artificial Intelligence series (Springer Verlag)

Visual Analytics Framework for the Assessment of Temporal Hypergraph Prediction Models

Author(s): Dirk Streeb, Devanshu Arya, Daniel A. Keim, Marcel Worring
Published in: Proceeedings of the Set Visual Analytics Workshop at IEEE VIS 2019, 2019
Publisher: IEEE

Visual Analytics of Conversational Dynamics

Author(s): Seebacher, Daniel; Fischer, Maximilian T.; Sevastjanova, Rita; Keim, Daniel A.; El-Assady, Mennatallah
Published in: EuroVis Workshop on Visual Analytics (EuroVA), 2019, ISBN 978-3-03868-087-1
Publisher: The Eurographics Association
DOI: 10.2312/eurova.20191130

Exploiting Relational Information in Social Networks using Geometric Deep Learning on Hypergraphs

Author(s): Devanshu Arya, Marcel Worring
Published in: Proceedings of the 2018 ACM on International Conference on Multimedia Retrieval - ICMR '18, 2018, Page(s) 117-125, ISBN 9781-450350464
Publisher: ACM Press
DOI: 10.1145/3206025.3206062

Flexible image analysis for law enforcement agencies with deep neural networks to determine: where, who and what

Author(s): Henri Bouma, Bart Joosten, Maarten C. Kruithof, Maaike H. T. de Boer, Alexandru Ginsca, Benjamin Labbe, Quoc T. Vuong
Published in: Counterterrorism, Crime Fighting, Forensics, and Surveillance Technologies II, vol. 10802, 2018, Page(s) 27, ISBN 9781-510621886
Publisher: SPIE
DOI: 10.1117/12.2325452

Rapid Annotation Tool to Train Novel Concept Detectors with Active Learning

Author(s): Maaike H. T. de Boer, Henri Bouma, Maarten Kruithof and Bart Joosten
Published in: MMEDIA 2019: International Conference on Advances in Multimedia, 2019, Page(s) 36-41, ISBN 978-1-61208-697-2
Publisher: IARIA

Hate Speech Dataset from a White Supremacy Forum

Author(s): Ona de Gibert, Naiara Perez, Aitor García-Pablos, Montse Cuadros
Published in: Proceedings of the 2nd Workshop on Abusive Language Online (ALW2), 2018, Page(s) 11-20
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/w18-5102

Distances, Neighborhoods, or Dimensions? Projection Literacy for the Analysis of Multivariate Data

Author(s): Dirk Streeb, Rebecca Kehlbeck, Dominik Jäckle, and Mennatallah El-Assady
Published in: Workshop on Visualization for AI Explainability, 2018
Publisher: IEEE VIS

Book chapters (2)

DeepAD: A Generic Framework Based on Deep Learning for Time Series Anomaly Detection

Author(s): Teodora Sandra Buda, Bora Caglayan, Haytham Assem
Published in: Advances in Knowledge Discovery and Data Mining, 10937, 2018, Page(s) 577-588, ISBN 978-3-319-93033-6
Publisher: Springer International Publishing
DOI: 10.1007/978-3-319-93034-3_46

Integrating Specialized Bilingual Lexicons of Multiword Expressions for Domain Adaptation in Statistical Machine Translation

Author(s): Nasredine Semmar, Meriama Laib
Published in: Computational Linguistics, 781, 2018, Page(s) 101-114, ISBN 978-981-10-8437-9
Publisher: Springer Singapore
DOI: 10.1007/978-981-10-8438-6_9

Peer reviewed articles (1)

Visual Analytics for Temporal Hypergraph Model Exploration

Author(s): Maximilian T. Fischer, Devanshu Arya, Dirk Streeb, Daniel Seebacher, Daniel A. Keim, Marcel Worring
Published in: IEEE Transactions on Visualization and Computer Graphics, 2020, Page(s) 1-1, ISSN 1077-2626
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tvcg.2020.3030408