Deliverables Documents, reports (17) Predictive Policing – Psycho-sociological Models (Initial Release) D1.2 Predictive Policing – Psycho-sociological Models (Initial Release) (IfmPt) (M4): Initial report on the deviant behaviours and their characteristics for recognising and predicting abnormal activity Communication, Dissemination and Standardization Results D75 Communication Dissemination and Standardization Results UPV M28 Report on the results of the communication dissemination and standardization activities of PREVISION Predictive Policing – Psycho-sociological Models (Refined Release) D1.4 Predictive Policing – Psycho-sociological Models (Refined Release) (IfmPt) (M11): Refined report on the deviant behaviours and their characteristics for recognising and predicting abnormal activity Overall Impact Assessment and Transferability of Results D65 Overall Impact Assessment and Transferability of Results ENSP M28 Report on the assessment of the PREVISIONs impact and for the successful PREVISION technology transfer and platform deployment to other LEAs outside the PREVISION Consortium Final Set of Training Courses and Material D63 Final Set of Training Courses and Material CUING M21 Report on the set of training courses and the material presentations videos document guides serious games exercises etc produced by PREVISION for the training of LEA personnel Communication Strategy and Dissemination Plan (First Release) D7.1 Communication Strategy and Dissemination Plan – First Release (UPV) (M2): Comprehensive plan for the communication and dissemination actions of the project Final Societal, Ethical and Legal Impact Assessment D83 Final Societal Ethical and Legal Impact Assessment TRIL M28 Report containing the final societal ethical and legal assessment of system components the questionnaires for the partners the proposed mitigation measures and their implementation status and recommendations for the deployment of PREVISIONlike systems End-user Needs and Use Cases (Initial Release) D1.1 End-user Needs and Use Cases (Initial Release) (HfoeD) (M3): Report on the use cases as well as the end-user and system requirements that should be covered by the PREVISION Platform Heterogeneous Data Streams Processing Tools (Initial Release) D2.1 Heterogeneous Data Streams Processing Tools (Initial Release) (CERTH) (M6): Initial report on the processing tools for the heterogeneous data streams of PREVISION Improved Operational and Situational Awareness Applications (Initial Release) D4.1 Improved Operational and Situational Awareness Applications (Initial Release) (ITTI) (M10): Initial report on the improved operational and situational awareness applications of the PREVISION platform End-user Needs and Use Cases (Refined Release) D1.3 End-user Needs and Use Cases (Refined Release) (ENSP) (M11): Report on the use cases as well as the end-user and system requirements that should be covered by the PREVISION Platform Machine Learning and Automation for Crime Prevention and Investigation (Initial Release) D3.1 Machine Learning & Automation for Crime Prevention and Investigation (Initial Release) (IOSB) (M8): Initial report on the machine learning and automation tools for the PREVISION platform. Heterogeneous Data Streams Processing Tools (Refined Release) D22 Heterogeneous Data Streams Processing Tools Refined Release CERTH M20 Refined report on the processing tools for the heterogeneous data streams of PREVISION Communication Strategy and Dissemination Plan (Second Release) D72 Communication Strategy and Dissemination Plan Second Release UPV M18 Comprehensive plan for the communication and dissemination actions of the project Improved Operational and Situational Awareness Applications (Refined Release) D42 Improved Operational and Situational Awareness Applications Refined Release ITTI M21 Final report on the improved operational and situational awareness applications of the PREVISION platform Machine Learning and Automation for Crime Prevention and Investigation (Refined Release) D32 Machine Learning Automation for Crime Prevention and Investigation Refined Release IOSB M20 Final report on the machine learning and automation tools for the PREVISION platform Interim Societal, Ethical and Legal Impact Assessment D8.2 Interim Societal, Ethical and Legal Impact Assessment (TRIL) (M12): Report containing the interim societal, ethical and legal assessment of system components, the questionnaires for the partners, the proposed mitigation measures and their implementation status, and recommendations for the deployment of PREVISION-like systems Publications Conference proceedings (14) MANIS: Evading Malware Detection System on Graph Structure Author(s): Peng Xu and Bojan Kolosnjaji and C. Eckert and Apostolis Zarra Published in: Proceedings of the 35th Annual ACM Symposium on Applied Computin, 2020, Page(s) 1688–1695, ISBN 978-1-4503-6866-7 Publisher: ACM Digital Library ITI-CERTH participation in TRECVID 2020 Author(s): Gkountakos, Konstantinos; Galanopoulos, Damianos; Mpakratsas, Marios; Touska, Despoina; Moumtzidou, Anastasia; Ioannidis, Konstantinos; Gialampoukidis, Ilias; Vrochidis, Stefanos; Mezaris, Vasileios; Kompatsiaris, Ioannis Published in: 2020 TREC Video Retrieval Evaluation Notebook Papers, Issue 16, 2020 Publisher: NIST DOI: 10.5281/zenodo.4506489 A $10 million question and other cybersecurity-related ethical dilemmas amid the COVID-19 pandemic. Author(s): Pawlicka, A., Choraś, M., Pawlicki, M., & Kozik, R. Published in: Business Horizons, Issue 64(6), 2021, Page(s) 729-734, ISSN 0007-6813 Publisher: Elsevier Prediction and visual intelligence for security information: The PREVISION H2020 project Author(s): Konstantinos Demestichas; Thi Bich Ngoc Hoang; Josiane Mothe; Olivier Teste; Md Zia Ullah Published in: HAL, Issue 2, 2020 Publisher: CEUR-WS Crowd Violence Detection from Video Footage Author(s): Gkountakos, Konstantinos; Ioannidis, Konstantinos; Tsikrika, Theodora; Vrochidis, Stefanos; Kompatsiaris, Ioannis Published in: Crossref, Issue 15, 2021, Page(s) 1-4, ISBN 978-1-6654-4220-6 Publisher: IEEE DOI: 10.5281/zenodo.4707134 Aggression Identification in Posts - two machine learning approaches Author(s): Ramiandrisoa, Faneva Published in: https://hal.archives-ouvertes.fr/hal-03116190, Issue 6, 2020, Page(s) 40-49 Publisher: CEUR IRIT-PREVISION AT HASOC 2020 : Fine-tuning BERT for Hate Speech and Offensive Content Identification Author(s): Mothe, Josiane; Parikh, Pratik; Ramiandrisoa, Faneva Published in: Hate Speech and Offensive Content Identification in Indo-European Languages (HASOC@FIRE 2020), Dec 2020, Hyderabad (virtual), India, Issue 6, 2020 Publisher: CEUR Prediction and Visual Intelligence Platform for Detection of Irregularities and Abnormal Behaviour Author(s): Konstantinos Demestichas, Theodoros Alexakis, Nikolaos Peppes, Konstantina Remoundou, Ioannis Loumiotis, Wilmuth Muller, Konstantinos Avgerinakis Published in: Proceedings of the Workshop on Machine Learning for Trend and Weak Signal Detection in Social Networks and Social Media 2020 (TWSDetection), Toulouse, 2020 Publisher: CEUR-WS.org An ML Model for Predicting Information Check-Worthiness using a Variety of Features Author(s): Md Zia Ullah Published in: Proceedings of the Workshop on Machine Learning for Trend and Weak Signal Detection in Social Networks and Social Media 2020, 2020 Publisher: ceur-ws.org User Identity Linkage in Social Media Using Linguistic and Social Interaction Features Author(s): Despoina Chatzakou, Juan Soler-Company, Theodora Tsikrika, Leo Wanner, Stefanos Vrochidis, Ioannis Kompatsiaris Published in: 12th ACM Conference on Web Science, 2020, Page(s) 295-304, ISBN 9781450379892 Publisher: ACM DOI: 10.1145/3394231.3397920 Aggression Identification in Posts - two machine learning approache Author(s): Faneva Ramiandrisoa Published in: Proceedings of the Workshop on Machine Learning for Trend and Weak Signal Detection in Social Networks and Social Media 2020, 2020 Publisher: ceur-ws.org Topical Community Detection: an Embedding User and Content Similarity Method Author(s): Thi Bich Ngoc Hoang Published in: Proceedings of the Workshop on Machine Learning for Trend and Weak Signal Detection in Social Networks and Social Media 2020 (TWSDetection), Toulouse, 2020 Publisher: ceur-ws.org Ethical and legal challenges of machine learning for trend and weak signal detection in social networks: an overview Author(s): Zuzanna Warso Published in: Proceedings of the Workshop on Machine Learning for Trend and Weak Signal Detection in Social Networks and Social Media 2020, 2020 Publisher: ceur-ws.org Prediction and Visual Intelligence for Security Information: The PREVISION H2020 Project. Author(s): Demestichas, K., Hoang, T. B. N., Mothe, J., Teste, O., & Ullah, M. Z. Published in: CIRCLE, Issue Vol 2621, 2020 Publisher: CEUR Other (1) Proceedings of the Workshop on Machine Learning for Trend and Weak Signal Detection in Social Networks and Social Media 2020 Author(s): Mothe, J., & Hoang, T. B. N. Published in: CEUR, Issue Vol. 2606, 2020 Publisher: CEUR Peer reviewed articles (1) An Advanced Abnormal Behavior Detection Engine Embedding Autoencoders for the Investigation of Financial Transactions Author(s): Konstantinos Demestichas, Nikolaos Peppes, Theodoros Alexakis, Evgenia Adamopoulou Published in: Information, Issue 12/1, 2021, Page(s) 34, ISSN 2078-2489 Publisher: Multidisciplinary Digital Publishing Institute (MDPI) DOI: 10.3390/info12010034 Book chapters (1) Can Today’s Machine Learning Pass Image-Based Turing Tests? Author(s): Apostolis Zarras, Ilias Gerostathopoulos, Daniel Méndez Fernández Published in: Information Security - 22nd International Conference, ISC 2019, New York City, NY, USA, September 16–18, 2019, Proceedings, Issue 11723, 2019, Page(s) 129-148, ISBN 978-3-030-30214-6 Publisher: Springer International Publishing DOI: 10.1007/978-3-030-30215-3_7 Searching for OpenAIRE data... There was an error trying to search data from OpenAIRE No results available
