Christophe Guyeux

ORCID

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 144

Top Venues

University of Franche-Comté, Besançon, France (PHD)

Education History

University of Franche-Comté, Besançon, France

PHD

Publications

Marianne Abi Kanaan, Jean-François Couchot, Christophe Guyeux, David Laiymani, Talar Atéchian, Rony Darazi
Combining a multi-feature neural network with multi-task learning for emergency calls severity prediction. Array 21 (2024)
Jérémy Renaud, Raphaël Couturier, Christophe Guyeux, Benoit Courjal
TSCAPE: time series clustering with curve analysis and projection on an Euclidean space. Connect. Sci. 36 (1) (2024)
Wissam AlKendi, Franck Gechter, Laurent Heyberger, Christophe Guyeux
Belfort Birth Records Transcription: Preprocessing, and Structured Data Generation. IMPROVE (2024)
Shufeng Huang, Qianxue Wang, Xiaoming Xiong, Shuting Cai, Christophe Guyeux
Designing higher-dimensional digital chaotic systems via reverse derivation of iterative function from strongly connected graph and its application. Expert Syst. Appl. 255 (2024)
Wissam AlKendi, Franck Gechter, Laurent Heyberger, Christophe Guyeux
Advancements and Challenges in Handwritten Text Recognition: A Comprehensive Survey. J. Imaging 10 (1) (2024)
Nicolas Caron, Christophe Guyeux, Benjamin Aynes
Predicting wildfire events with calibrated probabilities. ICMLC (2024)
Xin Chen, Simin Yu, Qianxue Wang, Christophe Guyeux, Mengjie Wang
On the cryptanalysis of an image encryption algorithm with quantum chaotic map and DNA coding. Multim. Tools Appl. 82 (27) (2023)
Christophe Guyeux, Gaby Bou Tayeh, Abdallah Makhoul, Stéphane Chrétien, Julien Bourgeois, Jacques M. Bahi
Using data science to predict firemen interventions: a case study. J. Supercomput. 79 (7) (2023)
Raphaël Couturier, Etienne Dionis, Stéphane Guérin, Christophe Guyeux, Dominique Sugny
Characterization of a Driven Two-Level Quantum System by Supervised Learning. Entropy 25 (3) (2023)
Wissam AlKendi, Paresh Mahapatra, Bassam AlKindy, Christophe Guyeux, Magali Barthès
Application of Particle Detection Methods to Solve Particle Overlapping Problems. IMPROVE (2023)
Marianne Abi Kanaan, Jean-François Couchot, Christophe Guyeux, David Laiymani, Talar Atéchian, Rony Darazi
A Methodology for Emergency Calls Severity Prediction: From Pre-processing to BERT-Based Classifiers. AIAI (1) (2023)
Monah Bou Hatoum, Jean-Claude Charr, Christophe Guyeux, David Laiymani, Alia Ghaddar
EMTE: An Enhanced Medical Terms Extractor Using Pattern Matching Rules. ICAART (2) (2023)
Suzan Hajj, Joseph Azar, Jacques Bou Abdo, Jacques Demerjian, Christophe Guyeux, Abdallah Makhoul, Dominique Ginhac
Cross-Layer Federated Learning for Lightweight IoT Intrusion Detection Systems. Sensors 23 (16) (2023)
Monah Bou Hatoum, Jean-Claude Charr, Alia Ghaddar, Christophe Guyeux, David Laiymani
UTP: A Unified Term Presentation Tool for Clinical Textual Data Using Pattern-Matching Rules and Dictionary-Based Ontologies. ICAART (Revised Selected Paper) (2023)
Roxane Elias Mallouhy, Christophe Guyeux, Chady Abou Jaoude, Abdallah Makhoul
Forecasting the Number of Firemen Interventions Using Exponential Smoothing Methods: A Case Study. AINA (1) (2022)
Christophe Guyeux
Study and predictions of emergency rescue in the Doubs department, France. IS (2022)
Gaby Bou Tayeh, Joseph Azar, Abdallah Makhoul, Christophe Guyeux, Jacques Demerjian
On the performance of data-driven approaches for energy efficiency on WiFi and LoRa-based sensors: an experimental study. IWCMC (2022)
Yakini Tchouka, Jean-François Couchot, Maxime Coulmeau, David Laiymani, Philippe Selles, Azzedine Rahmani, Christophe Guyeux
De-Identification of French Unstructured Clinical Notes for Machine Learning Tasks. CoRR (2022)
Selene Cerna, Christophe Guyeux, David Laiymani
The usefulness of NLP techniques for predicting peaks in firefighter interventions due to rare events. Neural Comput. Appl. 34 (12) (2022)
Christophe Guyeux, Jacques M. Bahi
How to Predict Patient Arrival in the Emergency Room. WorldCIST (1) (2022)
Roxane Elias Mallouhy, Christophe Guyeux, Chady Abou Jaoude, Abdallah Makhoul
Predicting fire brigades' operations based on their type of interventions. IWCMC (2022)
Héber Hwang Arcolezi, Selene Cerna, Jean-François Couchot, Christophe Guyeux, Abdallah Makhoul
Privacy-Preserving Prediction of Victim's Mortality and Their Need for Transportation to Health Facilities. IEEE Trans. Ind. Informatics 18 (8) (2022)
Roxane Elias Mallouhy, Christophe Guyeux, Chady Abou Jaoude, Abdallah Makhoul
Anomalies and Breakpoint Detection for a Dataset of Firefighters' Operations During the COVID-19 Period in France. WorldCIST (1) (2022)
Christophe Guyeux, Guislaine Refregier, Christophe Sola
Spolmap: An Enriched Visualization of CRISPR Diversity. IWBBIO (2) (2022)
Bassam AlKindy, Christophe Guyeux
. J. King Saud Univ. Comput. Inf. Sci. 34 (Issue 10, Part B) (2022)
Roxane Elias Mallouhy, Christophe Guyeux, Chady Abou Jaoude, Abdallah Makhoul
Machine Learning for Predicting Firefighters' Interventions Per Type of Mission. CoDIT (2022)
Christophe Guyeux, Abdallah Makhoul, Jacques M. Bahi
How to Build an Optimal and Operational Knowledge Base to Predict Firefighters' Interventions. IntelliSys (1) (2022)
Christophe Guyeux, Christophe Sola, Camille Noûs, Guislaine Refregier
CRISPRbuilder-TB: "CRISPR-builder for tuberculosis". Exhaustive reconstruction of the CRISPR locus in mycobacterium tuberculosis complex using SRA. PLoS Comput. Biol. 17 (3) (2021)
Nadine Boudargham, Jacques Bou Abdo, Jacques Demerjian, Christophe Guyeux, Abdallah Makhoul
An optimal cluster-based routing algorithm for UCBSNs. Internet Technol. Lett. 4 (2) (2021)
Johny Matar, Hicham El Khoury, Jean-Claude Charr, Christophe Guyeux
Impact of Eigensolvers on Spectral Clustering. MENACOMM (2021)
Suzan Hajj, Rayane El Sibai, Jacques Bou Abdo, Jacques Demerjian, Abdallah Makhoul, Christophe Guyeux
Anomaly-based intrusion detection systems: The requirements, methods, measurements, and datasets. Trans. Emerg. Telecommun. Technol. 32 (4) (2021)
Selene Cerna, Héber Hwang Arcolezi, Christophe Guyeux, Guillaume Royer, Céline Chevallier
Machine learning-based forecasting of firemen ambulances' turnaround time in hospitals, considering the COVID-19 impact. Appl. Soft Comput. 109 (2021)
Roxane Elias Mallouhy, Christophe Guyeux, Chady Abou Jaoude, Abdallah Makhoul
Time Series Forecasting for the Number of Firefighters Interventions. AINA (1) (2021)
Gaby Bou Tayeh, Christophe Guyeux, Abdallah Makhoul, Jacques M. Bahi, Sébastien Freidig
A Personal LPWAN Remote Monitoring System. IWCMC (2021)
Suzan Hajj, Rayane El Sibai, Jacques Bou Abdo, Jacques Demerjian, Christophe Guyeux, Abdallah Makhoul, Dominique Ginhac
A Critical Review on the Implementation of Static Data Sampling Techniques to Detect Network Attacks. IEEE Access 9 (2021)
Qianxue Wang, Simin Yu, Christophe Guyeux, Wei Wang
Constructing Higher-Dimensional Digital Chaotic Systems via Loop-State Contraction Algorithm. IEEE Trans. Circuits Syst. I Regul. Pap. 68 (9) (2021)
Gaby Bou Tayeh, Abdallah Makhoul, Jacques Demerjian, Christophe Guyeux, Jacques M. Bahi
Fault tolerant data transmission reduction method for wireless sensor networks. World Wide Web 23 (2) (2020)
Christophe Guyeux, Mohammed Haddad, Mourad Hakem, Matthieu Lagacherie
Efficient distributed average consensus in wireless sensor networks. Comput. Commun. 150 (2020)
Nadine Boudargham, Jacques Bou Abdo, Jacques Demerjian, Abdallah Makhoul, Christophe Guyeux
Mobility aware and traffic adaptive hybrid MAC protocol for collaborative body sensor networks. Int. J. Sens. Networks 32 (3) (2020)
Ahmad Farhat, Christophe Guyeux, Mohammed Haddad, Mourad Hakem
Energy-efficiency and coverage quality management for reliable diagnostics in wireless sensor networks. Int. J. Sens. Networks 32 (3) (2020)
Héber Hwang Arcolezi, Jean-François Couchot, Selene Cerna, Christophe Guyeux, Guillaume Royer, Bechara al Bouna, Xiaokui Xiao
Forecasting the number of firefighter interventions per region with local-differential-privacy-based data. Comput. Secur. 96 (2020)
Christophe Guyeux, Jean-Claude Charr, Jacques Bou Abdo, Jacques Demerjian
Advances in the enumeration of foldable self-avoiding walks. Int. J. Comput. Sci. Eng. 22 (4) (2020)
Selene Cerna, Christophe Guyeux, Héber Hwang Arcolezi, Raphaël Couturier, Guillaume Royer
A Comparison of LSTM and XGBoost for Predicting Firemen Interventions. WorldCIST (2) (2020)
Nadine Boudargham, Rayane El Sibai, Jacques Bou Abdo, Jacques Demerjian, Christophe Guyeux, Abdallah Makhoul
Toward fast and accurate emergency cases detection in BSNs. IET Wirel. Sens. Syst. 10 (1) (2020)
Gaby Bou Tayeh, Joseph Azar, Abdallah Makhoul, Christophe Guyeux, Jacques Demerjian
A Wearable LoRa-Based Emergency System for Remote Safety Monitoring. IWCMC (2020)
Nadine Boudargham, Jacques Bou Abdo, Jacques Demerjian, Christophe Guyeux, Abdallah Makhoul
Performance of low level protocols in high traffic wireless body sensor networks. Peer-to-Peer Netw. Appl. 13 (3) (2020)
Luigi Marangio, Christophe Guyeux
Entropy and Security of Pseudorandom Number Generators based on Chaotic Iterations. ICETE (2) (2019)
Zhuosheng Lin, Christophe Guyeux, Simin Yu, Qianxue Wang, Shuting Cai
On the use of chaotic iterations to design keyed hash function. Clust. Comput. 22 (Suppl 1) (2019)
Christophe Guyeux, Michel Salomon, Bashar Al-Nuaimi, Bassam AlKindy, Jean-François Couchot
Ancestral Reconstruction and Investigations of Genomic Recombination on some Pentapetalae Chloroplasts. J. Integr. Bioinform. 16 (4) (2019)
Johny Matar, Hicham El Khoury, Jean-Claude Charr, Christophe Guyeux, Stéphane Chrétien
SpCLUST: Towards a fast and reliable clustering for potentially divergent biological sequences. Comput. Biol. Medicine 114 (2019)
Stéphane Chrétien, Christophe Guyeux
Efficient Online Laplacian Eigenmap Computation for Dimensionality Reduction in Molecular Phylogeny via Optimisation on the Sphere. IWBBIO (1) (2019)
Jacques M. Bahi, Wiem Elghazel, Christophe Guyeux, Mourad Hakem, Kamal Medjaher, Noureddine Zerhouni
Reliable diagnostics using wireless sensor networks. Comput. Ind. 104 (2019)
Selene Leya Cerna Ñahuis, Christophe Guyeux, Héber Hwang Arcolezi, Raphaël Couturier, Guillaume Royer, Anna Diva P. Lotufo
Long Short-Term Memory for Predicting Firemen Interventions. CoDIT (2019)
Hassan Noura, Christophe Guyeux, Ali Chehab, Mohammad M. Mansour, Raphaël Couturier
Efficient Chaotic Encryption Scheme with OFB Mode. Int. J. Bifurc. Chaos 29 (5) (2019)
Jean-François Couchot, Christophe Guyeux, Guillaume Royer
Anonymously forecasting the number and nature of firefighting operations. IDEAS (2019)
Christophe Guyeux, Stéphane Chrétien, Gaby Bou Tayeh, Jacques Demerjian, Jacques M. Bahi
Introducing and Comparing Recent Clustering Methods for Massive Data Management in the Internet of Things. J. Sens. Actuator Networks 8 (4) (2019)
Nadine Boudargham, Jacques Bou Abdo, Jacques Demerjian, Christophe Guyeux, Abdallah Makhoul
Efficient Cluster based Routing Protocol for Collaborative Body Sensor Networks. SENSORNETS (2019)
Ahmad Farhat, Christophe Guyeux, Abdallah Makhoul, Ali Jaber, Rami Tawil, Abbas Hijazi
Impacts of wireless sensor networks strategies and topologies on prognostics and health management. J. Intell. Manuf. 30 (5) (2019)
Roxane Mallouhy, Chady Abou Jaoude, Christophe Guyeux, Abdallah Makhoul
Major earthquake event prediction using various machine learning algorithms. ICT-DM (2019)
Christophe Guyeux, Jean-Marc Nicod, Christophe Varnier, Zeina Al Masry, Nourredine Zerhouny, Nabil Omri, Guillaume Royer
Firemen Prediction by Using Neural Networks: A Real Case Study. IntelliSys (1) (2019)
Anthony Tannoury, Rony Darazi, Abdallah Makhoul, Christophe Guyeux
Wireless multimedia sensor network deployment for disparity map calculation. MENACOMM (2018)
Luigi Marangio, Christophe Guyeux, Jacques M. Bahi
On the collision property of chaotic iterations based post-treatments over cryptographic pseudorandom number generators. MENACOMM (2018)
Stéphane Chrétien, Christophe Guyeux, Serge Moulin
l1-Penalised Ordinal Polytomous Regression Estimators with Application to Gene Expression Studies. WABI (2018)
Nadine Boudargham, Jacques Bou Abdo, Jacques Demerjian, Christophe Guyeux, Talar Atéchian
Efficient cluster-based routing algorithm for body sensor networks. MENACOMM (2018)
Mohammed Bakiri, Christophe Guyeux, Jean-François Couchot, Abdelkrim Kamel Oudjida
Survey on hardware implementation of random number generators on FPGA: Theory and experimental analyses. Comput. Sci. Rev. 27 (2018)
Stéphane Chrétien, Christophe Guyeux, Zhen-Wai Olivier Ho
Average Performance Analysis of the Stochastic Gradient Method for Online PCA. LOD (2018)
Nadine Bou Dargham, Abdallah Makhoul, Jacques Bou Abdo, Jacques Demerjian, Christophe Guyeux
Efficient Hybrid Emergency Aware MAC Protocol for Wireless Body Sensor Networks. Sensors 18 (10) (2018)
Elie Khoury, Maguy Medlej, Chady Abou Jaoude, Christophe Guyeux
Novel order preserving encryption scheme for wireless sensor networks. MENACOMM (2018)
Christophe Guyeux, Bashar Al-Nuaimi, Bassam AlKindy, Jean-François Couchot, Michel Salomon
On the reconstruction of the ancestral bacterial genomes in genus Mycobacterium and Brucella. BMC Syst. Biol. 12 (5) (2018)
Stéphane Chrétien, Christophe Guyeux
Online Shortest Paths With Confidence Intervals for Routing in a Time Varying Random Network. IJCNN (2018)
Mohammed Bakiri, Christophe Guyeux, Jean-François Couchot, Luigi Marangio, Stefano Galatolo
A Hardware and Secure Pseudorandom Generator for Constrained Devices. IEEE Trans. Ind. Informatics 14 (8) (2018)
Stéphane Chrétien, Christophe Guyeux, Zhen-Wai Olivier Ho
Average performance analysis of the stochastic gradient method for online PCA. CoRR (2018)
Panisa Treepong, Christophe Guyeux, Alexandre Meunier, Charlotte Couchoud, Didier Hocquet, Benoit Valot
panISa: ab initio detection of insertion sequences in bacterial genomes from short read sequence data. Bioinform. 34 (22) (2018)
Mohammed Bakiri, Jean-François Couchot, Christophe Guyeux
CIPRNG: A VLSI Family of Chaotic Iterations Post-Processings for $\mathbb {F}_{2}$ -Linear Pseudorandom Number Generation Based on Zynq MPSoC. IEEE Trans. Circuits Syst. I Regul. Pap. (5) (2018)
Ahmad Farhat, Christophe Guyeux, Abdallah Makhoul, Ali Jaber, Rami Tawil
On the coverage effects in wireless sensor networks based prognostic and health management. Int. J. Sens. Networks 28 (2) (2018)
Régis Garnier, Christophe Guyeux, Jean-François Couchot, Michel Salomon, Bashar Al-Nuaimi, Bassam AlKindy
Comparison of metaheuristics to measure gene effects on phylogenetic supports and topologies. BMC Bioinform. (7) (2018)
Marine Bruneau, Thierry Mottet, Serge Moulin, Maël Kerbiriou, Franz Chouly, Stéphane Chrétien, Christophe Guyeux
A clustering package for nucleotide sequences using Laplacian Eigenmaps and Gaussian Mixture Model. Comput. Biol. Medicine 93 (2018)
Nadine Boudargham, Jacques Bou Abdo, Jacques Demerjian, Christophe Guyeux, Abdallah Makhoul
Collaborative body sensor networks: Taxonomy and open challenges. MENACOMM (2018)
Stéphane Chrétien, Christophe Guyeux
Online shortest paths with confidence intervals for routing in a time varying random network. CoRR (2018)
Zhuosheng Lin, Christophe Guyeux, Simin Yu, Qianxue Wang
Design and evaluation of chaotic iterations based keyed hash function. CoRR (2017)
Abdessalem Abidi, Christophe Guyeux, Belgacem Bouallegue, Mohsen Machhout
Conditions to Have a Well-Disordered Dynamics in the CBC Mode of Operation. AICCSA (2017)
Kahina Ghidouche, Abderrahmane Sider, Raphaël Couturier, Christophe Guyeux
Efficient high degree polynomial root finding using GPU. J. Comput. Sci. 18 (2017)
Mohammed Bakiri, Jean-François Couchot, Christophe Guyeux
One Random Jump and One Permutation: Sufficient Conditions to Chaotic, Statistically Faultless, and Large Throughput PRNG for FPGA. SECRYPT (2017)
Wiem Elghazel, Kamal Medjaher, Nourredine Zerhouni, Jacques M. Bahi, Ahmad Farhat, Christophe Guyeux, Mourad Hakem
Random Forests for Industrial Device Functioning Diagnostics Using Wireless Sensor Networks. CoRR (2017)
Anthony Tannoury, Rony Darazi, Christophe Guyeux, Abdallah Makhoul
Efficient and accurate monitoring of the depth information in a Wireless Multimedia Sensor Network based surveillance. CoRR (2017)
Sylvain Contassot-Vivier, Jean-François Couchot, Christophe Guyeux, Pierre-Cyrille Héam
Random Walk in a N-cube Without Hamiltonian Cycle to Chaotic Pseudorandom Number Generation: Theoretical and Practical Considerations. CoRR (2017)
Mohammed Bakiri, Jean-François Couchot, Christophe Guyeux
One random jump and one permutation: sufficient conditions to chaotic, statistically faultless, and large throughput PRNG for FPGA. CoRR (2017)
Jean-François Couchot, Pierre-Cyrille Héam, Christophe Guyeux, Qianxue Wang, Jacques M. Bahi
Traversing a n-cube without Balanced Hamiltonian Cycle to Generate Pseudorandom Numbers. CoRR (2017)
Jacques M. Bahi, Christophe Guyeux, Abdallah Makhoul, Congduc Pham
Low Cost Monitoring and Intruders Detection using Wireless Video Sensor Networks. CoRR (2017)
Zhuosheng Lin, Christophe Guyeux, Qianxue Wang, Simin Yu
Diffusion and confusion of chaotic iteration based hash functions. CoRR (2017)
Serge Moulin, Nicolas Seux, Stéphane Chrétien, Christophe Guyeux, Emmanuelle Lerat
Simulation-based estimation of branching models for LTR retrotransposons. Bioinform. 33 (3) (2017)
Christophe Guyeux, Bashar Al-Nuaimi, Bassam AlKindy, Jean-François Couchot, Michel Salomon
On the Ability to Reconstruct Ancestral Genomes from Mycobacterium Genus. IWBBIO (1) (2017)
Wiem Elghazel, Jacques M. Bahi, Christophe Guyeux, Mourad Hakem, Kamal Medjaher, Noureddine Zerhouni
Dependability of Sensor Networks for Industrial Prognostics and Health Management. CoRR (2017)
Zhuosheng Lin, Christophe Guyeux, Simin Yu, Qianxue Wang
Design and Evaluation of Chaotic Iterations Based Keyed Hash Function. ICISA (2017)
Christophe Guyeux, Abdallah Makhoul, Jacques M. Bahi
A Security Framework for Wireless Sensor Networks: Theory and Practice. CoRR (2017)
Régis Garnier, Christophe Guyeux, Stéphane Chrétien
Finding optimal finite biological sequences over finite alphabets: The OptiFin toolbox. CIBCB (2017)
Jacques M. Bahi, Christophe Guyeux, Pierre-Cyrille Héam
A Cryptographic Approach for Steganography. CoRR (2017)
Abdessalem Abidi, Samar Tawbi, Christophe Guyeux, Belgacem Bouallegue, Mohsen Machhout
Summary of Topological Study of Chaotic CBC Mode of Operation. CoRR (2017)
Christophe Guyeux, Stéphane Chrétien, Nathalie M.-L. Côté, Jacques M. Bahi
illustration. J. Bioinform. Comput. Biol. 15 (5) (2017)
Christophe Guyeux, Jacques M. Bahi
An improved watermarking scheme for Internet applications. CoRR (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Christophe Guyeux