Akka Zemmari
Orcid: 0000-0002-9776-0449
According to our database1,
Akka Zemmari
authored at least 105 papers
between 2000 and 2024.
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Bibliography
2024
Investigating the impact of body node coordinator position on communication reliability in wireless body area networks.
Netw. Model. Anal. Health Informatics Bioinform., December, 2024
A hybrid transformer with domain adaptation using interpretability techniques for the application to the detection of risk situations.
Multim. Tools Appl., October, 2024
A Hybrid System for Defect Detection on Rail Lines through the Fusion of Object and Context Information.
Sensors, February, 2024
IFI: Interpreting for Improving: A Multimodal Transformer with an Interpretability Technique for Recognition of Risk Events.
Proceedings of the MultiMedia Modeling - 30th International Conference, 2024
Proceedings of the Thirteenth IEEE International Conference on Image Processing Theory, 2024
2023
Leveraging Explainability methods in Spectral Domain for Data Augmentation and efficient training of CNN classifiers for Covid-19 Detection.
Proceedings of the Twelfth International Conference on Image Processing Theory, 2023
Artificial Intelligence for Defence in an EQF6 Training and Education Program, from the Design to the Execution.
Proceedings of the IEEE Global Engineering Education Conference, 2023
Proceedings of the 20th International Conference on Content-based Multimedia Indexing, 2023
Proceedings of the Advanced Information Networking and Applications, 2023
Proceedings of the Workshop on Artificial Intelligence Safety 2023 (SafeAI 2023) co-located with the Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI 2023), 2023
2022
Detection of Risky Situations for Frail Adults With Hybrid Neural Networks on Multimodal Health Data.
IEEE Multim., 2022
3D Convolutional Networks for Action Recognition: Application to Sport Gesture Recognition.
CoRR, 2022
A Hybrid Transformer Network for Detection of Risk Situations on Multimodal Life-Log Health Data.
Proceedings of the ICDAR@ICMR 2022: Proceedings of the 3rd ACM Workshop on Intelligent Cross-Data Analysis and Retrieval, Newark, NJ, USA, June 27, 2022
Proceedings of the 34th IEEE International Conference on Tools with Artificial Intelligence, 2022
Proceedings of the 26th International Conference on Pattern Recognition, 2022
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022
Proceedings of the CBMI 2022: International Conference on Content-based Multimedia Indexing, Graz, Austria, September 14, 2022
Proceedings of the Advanced Information Networking and Applications, 2022
2021
Review of white box methods for explanations of convolutional neural networks in image classification tasks.
J. Electronic Imaging, 2021
White Box Methods for Explanations of Convolutional Neural Networks in Image Classification Tasks.
CoRR, 2021
Proceedings of the 18th International Conference on Privacy, Security and Trust, 2021
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 25th International Conference KES-2021, 2021
Explaining 3D CNNs for Alzheimer's Disease Classification on sMRI Images with Multiple ROIs.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021
A Hierarchical Classification System for the Detection of Covid-19 from Chest X-Ray Images.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021
A GRU Neural Network with attention mechanism for detection of risk situations on multimodal lifelog data.
Proceedings of the 18th International Conference on Content-Based Multimedia Indexing, 2021
Proceedings of the 18th IEEE/ACS International Conference on Computer Systems and Applications, 2021
Proceedings of the Multi-faceted Deep Learning - Models and Data, 2021
3D Convolutional Networks for Action Recognition: Application to Sport Gesture Recognition.
Proceedings of the Multi-faceted Deep Learning - Models and Data, 2021
2020
Springer Briefs in Computer Science, Springer, ISBN: 978-3-030-34375-0, 2020
Future Gener. Comput. Syst., 2020
Ecol. Informatics, 2020
DTRAP, 2020
Move-to-Data: A new Continual Learning approach with Deep CNNs, Application for image-class recognition.
CoRR, 2020
Comput. Commun., 2020
Chapter Three - Effectiveness of state-of-the-art dynamic analysis techniques in identifying diverse Android malware and future enhancements.
Adv. Comput., 2020
On the Application of Machine Learning for Cut-in Maneuver Recognition in Platooning Scenarios.
Proceedings of the 91st IEEE Vehicular Technology Conference, 2020
Proceedings of the NOMS 2020, 2020
Proceedings of the Tenth International Conference on Image Processing Theory, 2020
2019
Inf. Comput., 2019
A machine learning based approach to detect malicious android apps using discriminant system calls.
Future Gener. Comput. Syst., 2019
IEEE Commun. Surv. Tutorials, 2019
Leveraging the link quality awareness for body node coordinator (BNC) placement in WBANs.
Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing, 2019
An Intrusion Detection System for the OneM2M Service Layer Based on Edge Machine Learning.
Proceedings of the Ad-Hoc, Mobile, and Wireless Networks, 2019
2018
Comput. Commun., 2018
Proceedings of the 1st International Conference on Multimedia Analysis and Pattern Recognition, 2018
WBAN Path Loss Based Approach For Human Activity Recognition With Machine Learning Techniques.
Proceedings of the 14th International Wireless Communications & Mobile Computing Conference, 2018
DroidDivesDeep: Android Malware Classification via Low Level Monitorable Features with Deep Neural Networks.
Proceedings of the Security and Privacy - Second ISEA International Conference, 2018
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018
Proceedings of the Risks and Security of Internet and Systems, 2018
2017
Prediction of visual attention with deep CNN on artificially degraded videos for studies of attention of patients with Dementia.
Multim. Tools Appl., 2017
Comput. Secur., 2017
Proceedings of the 2017 IEEE Trustcom/BigDataSE/ICESS, Sydney, Australia, August 1-4, 2017, 2017
Proceedings of the Risks and Security of Internet and Systems, 2017
Proceedings of the 2017 ACM on Asia Conference on Computer and Communications Security, 2017
Proceedings of the Visual Content Indexing and Retrieval with Psycho-Visual Models, 2017
2016
Randomised distributed MIS and colouring algorithms for rings with oriented edges in O(√(log n)) bit rounds.
Inf. Comput., 2016
A distributed enumeration algorithm and applications to all pairs shortest paths, diameter...
Inf. Comput., 2016
RDA: A Coq Library to Reason about Randomised Distributed Algorithms in the Message Passing Model.
Sci. Ann. Comput. Sci., 2016
Proceedings of the Distributed Computing - 30th International Symposium, 2016
Proceedings of the 2016 Wireless Days, 2016
Proceedings of the 20th International Conference on Principles of Distributed Systems, 2016
Certified Impossibility Results and Analyses in Coq of Some Randomised Distributed Algorithms.
Proceedings of the Theoretical Aspects of Computing - ICTAC 2016, 2016
MimeoDroid: Large Scale Dynamic App Analysis on Cloned Devices via Machine Learning Classifiers.
Proceedings of the 46th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops, 2016
Proceedings of the 30th International Conference on Advanced Information Networking and Applications Workshops, 2016
Proceedings of the 30th IEEE International Conference on Advanced Information Networking and Applications, 2016
2015
Analysis of fully distributed splitting and naming probabilistic procedures and applications.
Theor. Comput. Sci., 2015
Int. J. Space Based Situated Comput., 2015
Proceedings of the 8th International Conference on Security of Information and Networks, 2015
A Totally Distributed Fair Scheduler for Population Protocols by Randomized Handshakes.
Proceedings of the Theoretical Aspects of Computing - ICTAC 2015, 2015
2014
On Lower Bounds for the Time and the Bit Complexity of Some Probabilistic Distributed Graph Algorithms - (Extended Abstract).
Proceedings of the SOFSEM 2014: Theory and Practice of Computer Science, 2014
Proceedings of the 28th IEEE International Conference on Advanced Information Networking and Applications, 2014
2013
On the time and the bit complexity of distributed randomised anonymous ring colouring.
Theor. Comput. Sci., 2013
Optimal bit complexity randomised distributed MIS and maximal matching algorithms for anonymous rings.
Inf. Comput., 2013
Concurr. Comput. Pract. Exp., 2013
Analysis of Fully Distributed Splitting and Naming Probabilistic Procedures and Applications - (Extended Abstract).
Proceedings of the Structural Information and Communication Complexity, 2013
Lightweight Source Authentication Mechanisms for Group Communications in Wireless Sensor Networks.
Proceedings of the 27th IEEE International Conference on Advanced Information Networking and Applications, 2013
2011
Distributed Comput., 2011
2010
Inf. Comput., 2010
Broadcast in wireless mobile sensor networks with population protocols and extension with the rendezvous model.
Proceedings of the NOTERE 2010, Annual International Conference on New Technologies of Distributed Systems, Touzeur, Tunisia, May 31, 2010
2009
Proceedings of the Structural Information and Communication Complexity, 2009
Brief Annoucement: Analysis of an Optimal Bit Complexity Randomised Distributed Vertex Colouring Algorithm.
Proceedings of the Principles of Distributed Systems, 13th International Conference, 2009
Présentation et analyse de quelques algorithmes distribués probabilistes. (Presentation and analysis of some distributed randomized algorithms).
, 2009
2008
2007
Proceedings of the Agent Computing and Multi-Agent Systems, 2007
Proceedings of the On the Move to Meaningful Internet Systems 2007: OTM 2007 Workshops, 2007
Proceedings of the Dynamics in Logistics, First International Conference, 2007
2006
Proceedings of the 20th International Parallel and Distributed Processing Symposium (IPDPS 2006), 2006
2005
Inf. Comput., 2005
2003
A uniform randomized election in trees.
Proceedings of the SIROCCO 10: Proceedings of the 10th Internaltional Colloquium on Structural Information Complexity, 2003
2002
2000
Contribution à l'analyse d'algorithmes distribués. (Contribution to the analysis of distributed algorithms).
PhD thesis, 2000