Mounir Boukadoum
Orcid: 0000-0002-4894-2350
According to our database1,
Mounir Boukadoum
authored at least 172 papers
between 1998 and 2024.
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Bibliography
2024
Sensors, January, 2024
CoRR, 2024
Matching Problems to Solutions: An Explainable Way of Solving Machine Learning Problems.
CoRR, 2024
Towards Robust and Interpretable EMG-based Hand Gesture Recognition using Deep Metric Meta Learning.
CoRR, 2024
Proceedings of the 22nd IEEE Interregional NEWCAS Conference, 2024
Advanced SEU and MBU Vulnerability Assessment of Deep Neural Networks in Air-to-Air Collision Avoidance Systems via SAT-Based Techniques.
Proceedings of the 67th IEEE International Midwest Symposium on Circuits and Systems, 2024
Proceedings of the 15th IEEE Latin America Symposium on Circuits and Systems, 2024
CNN Model with Transfer learning and Data Augmentation for Obstacle Detection in Rail Systems.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2024
2023
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., December, 2023
End-to-End Dialogue Generation Using a Single Encoder and a Decoder Cascade With a Multidimension Attention Mechanism.
IEEE Trans. Neural Networks Learn. Syst., November, 2023
Novel Wearable HD-EMG Sensor With Shift-Robust Gesture Recognition Using Deep Learning.
IEEE Trans. Biomed. Circuits Syst., October, 2023
Deep Learning-Based Receiver Energy Prediction in Energy Harvesting Wireless Sensor Network.
Proceedings of the 14th IEEE Latin America Symposium on Circuits and System, 2023
EMaGer: A Wearable Full-Circumference HD-EMG Sensor and Data Augmentation Method for Robust Hand Gesture Recognition.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Live Demonstration: A fully embedded adaptive real-time hand gesture classifier leveraging HD-sEMG and deep learning.
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2023
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2023
2022
Support Vector-Based Unsupervised Learning Approaches for Radio Frequency Interference Detection.
Proceedings of the 95th IEEE Vehicular Technology Conference, 2022
Siamese Convolutional Neural Network and Few-Shot Learning for Embedded Gesture Recognition.
Proceedings of the 20th IEEE Interregional NEWCAS Conference, 2022
Proceedings of the 20th IEEE Interregional NEWCAS Conference, 2022
Proceedings of the 20th IEEE Interregional NEWCAS Conference, 2022
Proceedings of the International Conference on Microelectronics, 2022
8-bit Partial Magnitude Comparator for Spike Generation in the Leaky Integrate-and-Fire Neuron Model using Gate-Diffusion-Input Logic Gates.
Proceedings of the 29th IEEE International Conference on Electronics, Circuits and Systems, 2022
Proceedings of the IEEE Canadian Conference on Electrical and Computer Engineering, 2022
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2021
Graph pattern mining on top of a domain ontology - preliminary results from a dairy production application.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 25th International Conference KES-2021, 2021
Wireless Sensor Network and Irrigation System to Monitor Wheat Growth under Drought Stress.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2021
Colorimetric Sensing System for Neurotransmitter Detection Based on Multi-technologies Architecture.
Proceedings of the 28th IEEE International Conference on Electronics, 2021
Finite Element Simulation of a Microdroplet Generation System for an Implantable Liquid Sampling Probe.
Proceedings of the IEEE Biomedical Circuits and Systems Conference, BioCAS 2021, 2021
Proceedings of the 20th IEEE International Conference on Cognitive Informatics & Cognitive Computing, 2021
2020
A Fully Embedded Adaptive Real-Time Hand Gesture Classifier Leveraging HD-sEMG and Deep Learning.
IEEE Trans. Biomed. Circuits Syst., 2020
A Flexible and Modular Body-Machine Interface for Individuals Living with Severe Disabilities.
CoRR, 2020
Critical Comparison of Sequential and Non-sequential Modes Usage for the Design of a Czerny-Turner Spectrometer.
Proceedings of the 18th IEEE International New Circuits and Systems Conference, 2020
FPGA-based Prediction System for Neurotransmitter Concentration Measurement from Spectrophotometry Data.
Proceedings of the 18th IEEE International New Circuits and Systems Conference, 2020
Proceedings of the 27th IEEE International Conference on Electronics, Circuits and Systems, 2020
Towards an Effective Decision-making System based on Cow Profitability using Deep Learning.
Proceedings of the 12th International Conference on Agents and Artificial Intelligence, 2020
Forearm High-Density Electromyography Data Visualization and Classification with Machine Learning for Hand Prosthesis Control.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
2019
Dealing With Noise and Partial Volume Effects in Alzheimer Disease Brain Tissue Classification by a Fuzzy-Possibilistic Modeling Based on Fuzzy-Genetic Initialization.
Int. J. Softw. Innov., 2019
Pattern recognition based on HD-sEMG spatial features extraction for an efficient proportional control of a robotic arm.
Biomed. Signal Process. Control., 2019
Proceedings of the 17th IEEE International New Circuits and Systems Conference, 2019
Proceedings of the 17th IEEE International New Circuits and Systems Conference, 2019
Perspectives on Non-Invasive Glucose Sensing using Flexible Hybrid-Printed Electronics Systems.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2019
A Compact Visible Light Spectrometer for Molecular Detection with Spherical Gold Nanoparticles.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
2018
IEEE Trans. Veh. Technol., 2018
Neural Networks, 2018
Hybrid Fuzzy - Possibilistic Clustering Model based on Genetic Optimization: Case Study on Brain Tissues of Patients with Alzheimer's Disease.
Int. J. Networked Distributed Comput., 2018
Proceedings of the 16th IEEE International New Circuits and Systems Conference, 2018
Fully parallel FPGA Implementation of an Artificial Neural Network Tuned by Genetic Algorithm.
Proceedings of the 16th IEEE International New Circuits and Systems Conference, 2018
Proceedings of the IEEE International Symposium on Circuits and Systems, 2018
Microfluidic Spectrophotometer for Neurotransmitter Detection Based on Gold Nanoparticles: Preliminary Results.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
2017
Single SNN Architecture for Classical and Operant Conditioning using Reinforcement Learning.
Int. J. Cogn. Informatics Nat. Intell., 2017
Hybrid possibilistic-genetic technique for assessment of brain tissues volume: Case study for Alzheimer patients images clustering.
Proceedings of the 18th IEEE/ACIS International Conference on Software Engineering, 2017
Proceedings of the 15th IEEE International New Circuits and Systems Conference, 2017
Proceedings of the 8th IEEE Latin American Symposium on Circuits & Systems, 2017
Proceedings of the Bioinformatics and Biomedical Engineering, 2017
Brain Tissues Volumes Assessment by Fuzzy Genetic Optimization Based Possibilistic Clustering: Application to Alzheimer Patients Images.
Proceedings of the 14th International Symposium on Pervasive Systems, 2017
Quantification of Alzheimer's Disease Brain Tissue Volume by an Enhanced Possibilistic Clustering Technique Based on Bias-Corrected Fuzzy Initialization.
Proceedings of the 2017 IEEE International Symposium on Parallel and Distributed Processing with Applications and 2017 IEEE International Conference on Ubiquitous Computing and Communications (ISPA/IUCC), 2017
An accurate automatic system for distinguishing neuropathy and healthy electromyography signals.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2017
Brain tissue classification of alzheimer disease using partial volume possibilistic modeling: Application to ADNI phantom images.
Proceedings of the Seventh International Conference on Image Processing Theory, 2017
Fuzzy clustering optimized with genetic algorithms: Application for hybrid speech recognition system.
Proceedings of the 4th International Conference on Control, 2017
Proceedings of the 30th IEEE Canadian Conference on Electrical and Computer Engineering, 2017
Proceedings of the 30th IEEE Canadian Conference on Electrical and Computer Engineering, 2017
2016
Proceedings of the IEEE 84th Vehicular Technology Conference, 2016
Hybrid Wiener and partial differential equations filter for biomedical image denoising.
Proceedings of the 14th IEEE International New Circuits and Systems Conference, 2016
Low-power and low-noise fully differential difference amplifier for sub-nanoampere on-chip potentiostat.
Proceedings of the 14th IEEE International New Circuits and Systems Conference, 2016
Combined partial differential equation filtering and particle swarm optimization for noisy biomedical image segmentation.
Proceedings of the IEEE 7th Latin American Symposium on Circuits & Systems, 2016
Proceedings of the IEEE 7th Latin American Symposium on Circuits & Systems, 2016
Proceedings of the IEEE International Symposium on Circuits and Systems, 2016
Proceedings of the IEEE International Symposium on Circuits and Systems, 2016
Proceedings of the IEEE International Symposium on Circuits and Systems, 2016
Robotic implementation of classical and Operant Conditioning as a single STDP learning process.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
Brain-inspired pattern classification with memristive neural network using the Hodgkin-Huxley neuron.
Proceedings of the 2016 IEEE International Conference on Electronics, Circuits and Systems, 2016
Towards a multi-wavelength spectroscopy platform for blood characterization and analysis.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
A wide range and high sensitivity four-channel compact electrochemical biosensor for neurotransmitter detection on a microfluidic platform.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Adaptive transmitter load size using receiver harvested energy prediction by Kalman filter.
Proceedings of the 10th International Symposium on Communication Systems, 2016
Robotic implementation of classical and operant conditioning within a single SNN architecture.
Proceedings of the 15th IEEE International Conference on Cognitive Informatics & Cognitive Computing , 2016
2015
Pathology grading in retina digital images using student-adjusted empirical mode decomposition and power law statistics.
Proceedings of the IEEE 6th Latin American Symposium on Circuits & Systems, 2015
Physiological signal denoising with variational mode decomposition and weighted reconstruction after DWT thresholding.
Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015
RF-LNA circuit synthesis using an array of artificial neural networks with constrained inputs.
Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015
Proceedings of the 27th International Conference on Microelectronics, 2015
Intuitive wireless control of a robotic arm for people living with an upper body disability.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
High accuracy and sensitivity differential potentiostat with amplifier-based error cancellation feedback loop.
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2015
2014
Int. J. Softw. Sci. Comput. Intell., 2014
Int. J. Softw. Sci. Comput. Intell., 2014
Exploring Information Categories and Artificial Neural Networks Numerical Algorithms in S&P500 Trend Prediction: A Comparative Study.
Int. J. Strateg. Decis. Sci., 2014
Operant conditioning: a minimal components requirement in artificial spiking neurons designed for bio-inspired robot's controller.
Frontiers Neurorobotics, 2014
Improved global-best particle swarm optimization algorithm with mixed-attribute data classification capability.
Appl. Soft Comput., 2014
Fractal-based arteriovenous malformations detection in brain magnetic resonance images.
Proceedings of the IEEE 12th International New Circuits and Systems Conference, 2014
Adjusted empirical mode decomposition with improved performance for signal modeling and prediction.
Proceedings of the IEEE 5th Latin American Symposium on Circuits and Systems, 2014
Detrended fluctuation analysis of brain hemisphere magnetic resonnance images to detect cerebral arteriovenous malformations.
Proceedings of the IEEE International Symposium on Circuits and Systemss, 2014
Proceedings of the 26th International Conference on Microelectronics, 2014
Proceedings of the 21st IEEE International Conference on Electronics, Circuits and Systems, 2014
An evaluation of particle swarm optimization techniques in segmentation of biomedical images.
Proceedings of the Genetic and Evolutionary Computation Conference, 2014
Adaptive block SSA based ANC implementation for high performances ECG removal from sEMG signals.
Proceedings of the IEEE 27th Canadian Conference on Electrical and Computer Engineering, 2014
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2014
Time Frequency noise canceller for an optimized separation of the ECG from low back sEMG signals.
Proceedings of IEEE-EMBS International Conference on Biomedical and Health Informatics, 2014
Enhanced Particle Swarm Optimization algorithm with resuse guided retrieval capabilities.
Proceedings of the IEEE 13th International Conference on Cognitive Informatics and Cognitive Computing, 2014
Proceedings of the IEEE 13th International Conference on Cognitive Informatics and Cognitive Computing, 2014
Proceedings of the IEEE 13th International Conference on Cognitive Informatics and Cognitive Computing, 2014
2013
A Supervised Classification System of Financial Data Based on Wavelet Packet and Neural Networks.
Int. J. Strateg. Decis. Sci., 2013
From Adaptation-Guided Retrieval to Reuse-Guided Retrieval: Application to Case Retrieval Net Memory Model.
Int. J. Inf. Technol. Decis. Mak., 2013
Autom. Softw. Eng., 2013
Proceedings of the IEEE 11th International New Circuits and Systems Conference, 2013
An application of the empirical mode decomposition to brain magnetic resonance images classification.
Proceedings of the 4th IEEE Latin American Symposium on Circuits and Systems, 2013
Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013
Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013
Proceedings of the Theory and Practice of Model Transformations, 2013
Wavelet compression inspired implementation for high performances and low complexity ECG removal in wireless sEMG electrodes.
Proceedings of the 20th IEEE International Conference on Electronics, 2013
Proceedings of the ACS International Conference on Computer Systems and Applications, 2013
2012
Int. J. Crit. Comput. Based Syst., 2012
Classical conditioning in different temporal constraints: an STDP learning rule for robots controlled by spiking neural networks.
Adapt. Behav., 2012
Fractal dimension and high order statistics of spectral energy distribution as features for pathology detection in brain MR images.
Proceedings of the 10th IEEE International NEWCAS Conference, 2012
Proceedings of the 10th IEEE International NEWCAS Conference, 2012
Proceedings of the IEEE/ACM International Conference on Automated Software Engineering, 2012
Proceedings of the 2012 IEEE International Symposium on Circuits and Systems, 2012
Proceedings of the 2012 IEEE International Symposium on Circuits and Systems, 2012
Proceedings of the 2012 IEEE International Symposium on Circuits and Systems, 2012
Comparison the Performance of Hybrid HMM/MLP and RBF/LVQ ANN Models - Application for Speech and Medical Pattern Classification.
Proceedings of the ICINCO 2012 - Proceedings of the 9th International Conference on Informatics in Control, Automation and Robotics, Volume 1, Rome, Italy, 28, 2012
A 500 MHz to 6 GHz frequency synthesizer architecture for cognitive radio applications.
Proceedings of the 19th IEEE International Conference on Electronics, Circuits and Systems, 2012
Automatic brain MR images diagnosis based on edge fractal dimension and spectral energy signature.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
2011
Low-voltage, high-speed CMOS analog latched voltage comparator using the "flipped voltage follower" as input stage.
Microelectron. J., 2011
J. Appl. Math., 2011
Mechanisms Gating the Flow of Information in the Cortex: What They Might Look Like and What Their Uses may be.
Frontiers Comput. Neurosci., 2011
Proceedings of the 2011 IEEE Symposium on Swarm Intelligence, 2011
Using Efficient Machine-Learning Models to Assess Two Important Quality Factors: Maintainability and Reusability.
Proceedings of the 2011 Joint Conf of 21st Int'l Workshop on Software Measurement and the 6th Int'l Conference on Software Process and Product Measurement, 2011
Proceedings of the 19th IEEE International Conference on Program Comprehension, 2011
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2011), 2011
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2011), 2011
Machine-Learning Models for Software Quality: A Compromise between Performance and Intelligibility.
Proceedings of the IEEE 23rd International Conference on Tools with Artificial Intelligence, 2011
Proceedings of the 18th IEEE International Conference on Electronics, Circuits and Systems, 2011
Proceedings of the Fundamental Approaches to Software Engineering, 2011
Hybrid cosine and Radon transform-based processing for digital mammogram feature extraction and classification with SVM.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Proceedings of the 15th European Conference on Software Maintenance and Reengineering, 2011
Brain MRI classification using an ensemble system and LH and HL wavelet sub-bands features.
Proceedings of the IEEE Third International Workshop On Computational Intelligence In Medical Imaging, 2011
2010
Proceedings of the Research and Development in Intelligent Systems XXVII, 2010
Proceedings of the 22nd IEEE International Conference on Tools with Artificial Intelligence, 2010
Proceedings of the 17th IEEE International Conference on Electronics, 2010
Case Retrieval with Combined Adaptability and Similarity Criteria: Application to Case Retrieval Nets.
Proceedings of the Case-Based Reasoning. Research and Development, 2010
Example-Based Sequence Diagrams to Colored Petri Nets Transformation Using Heuristic Search.
Proceedings of the Modelling Foundations and Applications - 6th European Conference, 2010
Sequence diagram to colored Petri nets transformation testing: an immune system metaphor.
Proceedings of the 2010 conference of the Centre for Advanced Studies on Collaborative Research, 2010
Proceedings of the Second International Workshop on Behaviour Modelling: Foundation and Applications, 2010
2009
BAM Learning of Nonlinearly Separable Tasks by Using an Asymmetrical Output Function and Reinforcement Learning.
IEEE Trans. Neural Networks, 2009
IEEE Trans. Instrum. Meas., 2009
IEEE Trans. Instrum. Meas., 2009
Neural Comput. Appl., 2009
Microelectron. J., 2009
Méta-modélisation de la transformation de modèles par l'exemple : approche par méta-heuristiques.
Proceedings of the Langages et Modèles à Objets, 2009
Proceedings of the 16th IEEE International Conference on Electronics, 2009
Proceedings of the Genetic and Evolutionary Computation Conference, 2009
2008
Proceedings of the Model Driven Engineering Languages and Systems, 2008
2007
High-speed front end for LED-Photodiode based fluorescence lifetime measurement system.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2007), 2007
On the Timing Uncertainty in Delay-Line-based Time Measurement Applications Targeting FPGAs.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2007), 2007
Proceedings of the 14th IEEE International Conference on Electronics, 2007
2006
IEEE Trans. Neural Networks, 2006
A sequential dynamic heteroassociative memory for multistep pattern recognition and one-to-many association.
IEEE Trans. Neural Networks, 2006
Proceedings of the 2006 International Conference on Networking and Services (ICNS 2006), 2006
2005
J. Circuits Syst. Comput., 2005
Perception SoC Based on an Ultrasonic Array of Sensors: Efficient DSP Core Implementation and Subsequent Experimental Results.
EURASIP J. Adv. Signal Process., 2005
FPGA implementation of a CDMA source coding and modulation subsystem for a multiband fluorometer with pattern recognition capabilities.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2005), 2005
2003
Pipelined Sampled-Delay Focusing CMOS Implementation for Ultrasonic Digital Beamforming.
Proceedings of the 3rd IEEE International Workshop on System-on-Chip for Real-Time Applications (IWSOC'03), 30 June, 2003
2002
A Fuzzy Logic Framework to Improve the Performance and Interpretation of Rule-Based Quality Prediction Models for OO Software.
Proceedings of the 26th International Computer Software and Applications Conference (COMPSAC 2002), 2002
2001
A high-performance instrumentation system to measure the fluorescence kinetics of plants for in vivo photosynthesis research.
IEEE Trans. Instrum. Meas., 2001
2000
Proceedings of the Fifteenth IEEE International Conference on Automated Software Engineering, 2000
Predicting class libraries interface evolution: an investigation into machine learning approaches.
Proceedings of the 7th Asia-Pacific Software Engineering Conference (APSEC 2000), 2000
1998
Proceedings of the 5th IEEE International Conference on Electronics, Circuits and Systems, 1998