"Massicotte, D."

Article

Dessureault, J.-S. et Massicotte, D. (2023). AI2: The next leap toward native language-based and explainable machine learning framework. Automated Software Engineering, 30 (2). p. 32. ISSN 1573-7535 DOI 10.1007/s10515-023-00399-5

Dessureault, J.-S. et Massicotte, D. (2023). DPDR: A novel machine learning method for the decision process for dimensionality reduction. SN Computer Science, 5 (1). p. 124. ISSN 2661-8907 DOI 10.1007/s42979-023-02394-9

Dessureault, J.-S. et Massicotte, D. (2023). Explainable global error weighted on feature importance: The xGEWFI metric to evaluate the error of data imputation and data augmentation. Applied Intelligence, 53 . 21532–21542. ISSN 1573-7497 DOI 10.1007/s10489-023-04661-x

Ahmed Ouameur, M., Anh, L. D. T., Massicotte, D., Jeon, G. et de Figueiredo, F. A. P. (2022). Adversarial bandit approach for RIS-aided OFDM communication. EURASIP Journal on Wireless Communications and Networking, 2022 (1). p. 111. ISSN 1687-1499 DOI 10.1186/s13638-022-02184-6

Dessureault, J.-S. et Massicotte, D. (2022). DPDRC, a novel machine learning method about the decision process for dimensionality reduction before clustering. AI, 3 (1). pp. 1-21. ISSN 2673-2688 DOI 10.3390/ai3010001

Sirois, S., Ahmed Ouameur, M. et Massicotte, D. (2022). High level synthesis strategies for ultra fast and low latency matrix inversion implementation for massive MIMO processing. Integration, 82 . pp. 29-36. ISSN 0167-9260 DOI 10.1016/j.vlsi.2021.08.011

Caza-Szoka, M. et Massicotte, D. (2022). Windowing compensation in Fourier based Surrogate Analysis and application to EEG signal classification. IEEE Transactions on Instrumentation and Measurement, 71 . pp. 1-11. ISSN 1557-9662 DOI 10.1109/TIM.2022.3149325

Sirois, S., Ahmed Ouameur, M. et Massicotte, D. (2021). Deep unfolded extended conjugate gradient method for massive MIMO processing with application to reciprocity calibration. Journal of Signal Processing Systems, 93 (8). pp. 965-975. ISSN 1939-8115 DOI 10.1007/s11265-020-01631-1

Ahmed Ouameur, M. et Massicotte, D. (2021). Early results on deep unfolded conjugate gradient-based large-scale MIMO detection. IET Communications, 15 (3). pp. 435-444. ISSN 1751-8636 DOI 10.1049/cmu2.12076

Kulkarni, A., Ahmed Ouameur, M. et Massicotte, D. (2021). Hardware topologies for decentralized large-scale MIMO detection using Newton method. IEEE Transactions on Circuits and Systems I: Regular Papers, 68 (9). pp. 3732-3745. ISSN 1558-0806 DOI 10.1109/TCSI.2021.3097042

Caza-Szoka, M. et Massicotte, D. (2021). Sensitivity of the Surrogate Analysis method to synchronization and conduction velocity of muscular fibers. Biomedical Signal Processing and Control, 63 . p. 102234. ISSN 1746-8094 DOI 10.1016/j.bspc.2020.102234

Jaber, M. A. et Massicotte, D. (2021). The JM-Filter to detect specific frequency in monitored signal. IEEE Transactions on Signal Processing, 69 . pp. 1468-1476. ISSN 1941-0476 DOI 10.1109/TSP.2021.3053509

Ahmed Ouameur, M., Massicotte, D., Akhtar, A. M. et Girard, R. (2020). Performance evaluation and implementation complexity analysis framework for ZF based linear massive MIMO detection. Wireless Networks, 26 (6). pp. 4079-4093. ISSN 1572-8196 DOI 10.1007/s11276-020-02318-y

Benleulmi, A., Boubekeur, N. et Massicotte, D. (2019). A highly sensitive substrate integrated waveguide interferometer applied to humidity sensing. IEEE Microwave and Wireless Components Letters, 29 (1). pp. 68-70. ISSN 1558-1764 DOI 10.1109/LMWC.2018.2882302

Nougarou, F., Campeau-Lecours, A., Massicotte, D., Boukadoum, M., Gosselin, C. et Gosselin, B. (2019). Pattern recognition based on HD-sEMG spatial features extraction for an efficient proportional control of a robotic arm. Biomedical Signal Processing and Control, 53 . p. 101550. ISSN 1746-8094 DOI 10.1016/j.bspc.2019.04.027

Nougarou, F., Massicotte, D. et Descarreaux, M. (2018). Efficient procedure to remove ECG from sEMG with limited deteriorations: Extraction, quasi-periodic detection and cancellation. Biomedical Signal Processing and Control, 39 . pp. 1-10. ISSN 1746-8094 DOI 10.1016/j.bspc.2017.07.019

Ouyang, J., Lin, M., Zou, Y., Zhu, W. P. et Massicotte, D. (2017). Secrecy energy efficiency maximization in cognitive radio networks. IEEE Access, 5 . pp. 2641-2650. ISSN 2169-3536 DOI 10.1109/ACCESS.2017.2667882

Nougarou, F., Massicotte, D. et Descarreaux, M. (2012). Detection method of flexion relaxation phenomenon based on wavelets for patients with low back pain. EURASIP Journal on Advances in Signal Processing, 2012 (1). pp. 1-17. DOI 10.1186/1687-6180-2012-151

Document issu d'une conférence ou d'un atelier

Sani, Y., Ahmed Ouameur, M., Massicotte, D. et Martin, T. (2021, October 13-15). Energy efficient exponentially weighted algorithm - Based resource allocation in LoRa networks. Dans 2021 IEEE 4th 5G World Forum (5GWF), Montreal, Canada DOI 10.1109/5GWF52925.2021.00045.

Bencharif, L., Ahmed Ouameur, M. et Massicotte, D. (2021, October 13-15). Long short-term memory for indoor localization using WI-FI received signal strength and channel state information. Dans 2021 IEEE 4th 5G World Forum (5GWF), Montreal, Canada DOI 10.1109/5GWF52925.2021.00047.

Caza-Szoka, M., Massicotte, D. et Ahmed Ouameur, M. (2021, May 17-20). Low peak derivative sum of sines. Dans 2021 IEEE International Instrumentation and Measurement Technology Conference (I2MTC), Glasgow, Scotland DOI 10.1109/I2MTC50364.2021.9459907.

Caza-Szoka, M. et Massicotte, D. (2021, May 17-20). Windowing compensation in Fourier based Surrogate Analysis. Dans 2021 IEEE International Instrumentation and Measurement Technology Conference (I2MTC), Glasgow, Scotland DOI 10.1109/I2MTC50364.2021.9460063.

Islam, M. R., Massicotte, D. et Zhu, W. P. (2020, May 25-28). All-ConvNet: A lightweight all CNN for neuromuscular activity recognition using instantaneous high-density surface EMG images. Dans 2020 IEEE International Instrumentation and Measurement Technology Conference (I2MTC), Dubrovnik, Croatia DOI 10.1109/I2MTC43012.2020.9129362.

Massicotte, D., Jaber, M. A., Neili, C. et Ahmed Ouameur, M. (2020, February 25-28). FPGA implementation for the multiplexed and pipelined building blocks of higher Radix-2k FFT. Dans 2020 IEEE 11th Latin American Symposium on Circuits & Systems (LASCAS), San Jose, Costa Rica DOI 10.1109/LASCAS45839.2020.9069029.

Caza-Szoka, M. et Massicotte, D. (2020, May 25-28). Low group delay interpolation filter for Delta-Sigma converters. Dans 2020 IEEE International Instrumentation and Measurement Technology Conference (I2MTC), Dubrovnik, Croatia DOI 10.1109/I2MTC43012.2020.9128668.

Lemaire, M., Massicotte, D. et Bélanger, J. (2020, November 9-10). Multi-FPGA communication interface for electric circuit co-simulation. Dans 2020 IEEE Electric Power and Energy Conference (EPEC), Edmonton, Canada DOI 10.1109/EPEC48502.2020.9319909.

Benleulmi, A., Boubekeur, N. et Massicotte, D. (2020, May 25-28). Novel substrate integrated waveguide architectures for microfluidic biosensing and environmental detection. Dans 2020 IEEE International Instrumentation and Measurement Technology Conference (I2MTC), Dubrovnik, Croatia DOI 10.1109/I2MTC43012.2020.9129240.

Islam, M. R., Massicotte, D., Nougarou, F., Massicotte, P. et Zhu, W. P. (2020, July 20-24). S-Convnet: A shallow convolutional neural network architecture for neuromuscular activity recognition using instantaneous high-density surface EMG images. Dans 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), Montreal, Canada DOI 10.1109/EMBC44109.2020.9175266.

Jaber, M. A., Massicotte, D., Jaber, R. A. et Nesmith, K. (2019, May 26-29). An efficient data Parallelization of the Radix-23 (Carbon) FFT on GPU/CPU. Dans 2019 IEEE International Symposium on Circuits and Systems (ISCAS), Sapporo, Japan DOI 10.1109/ISCAS.2019.8702380.

Caza-Szoka, M. et Massicotte, D. (2019, May 12-17). Detection of non random phase signal in additive noise with Surrogate Analysis. Dans ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Brighton, UK DOI 10.1109/ICASSP.2019.8682310.

Ahmed Ouameur, M. et Massicotte, D. (2019, September 2-6). Efficient distributed processing for large scale MIMO detection. Dans 2019 27th European Signal Processing Conference (EUSIPCO), A Coruna, Spain DOI 10.23919/EUSIPCO.2019.8902787.

Merabti, H., Massicotte, D. et Zhu, W. P. (2019, December 10-12). Electrodynamic loudspeaker linearization using a low complexity pth-Order inverse nonlinear filter. Dans 2019 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), Ajman, United Arab Emirates DOI 10.1109/ISSPIT47144.2019.9001831.

Massicotte, D., Jaber, M. A., Massicotte, M. A. et Massicotte, P. (2019, November 11-14). Low complexity frequency monitoring filter for fast exon prediction sequence analysis. Dans 2019 IEEE Global Conference on Signal and Information Processing (GlobalSIP), Ottawa, Canada DOI 10.1109/GlobalSIP45357.2019.8969192.

Merabti, H., Massicotte, D. et Zhu, W. P. (2019, December 10-12). Nonlinearity-robust linear acoustic echo canceller using the maximum Correntropy criterion. Dans 2019 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), Ajman, United Arab Emirates DOI 10.1109/ISSPIT47144.2019.9001737.

Benmimoune, M., Hachemi, S., Massicotte, D. et Ahmed Ouameur, M. (2019, November 11-14). PCA-Aided precoding for correlated MIMO broadcast channels. Dans 2019 IEEE Global Conference on Signal and Information Processing (GlobalSIP), Ottawa, Canada DOI 10.1109/GlobalSIP45357.2019.8969422.

Ahmed Ouameur, M. et Massicotte, D. (2019, April 15-19). Successive column-wise matrix inversion update for Large Scale Massive MIMO reciprocity calibration. Dans 2019 IEEE Wireless Communications and Networking Conference (WCNC), Marrakesh, Morocco DOI 10.1109/WCNC.2019.8885770.

Caza-Szoka, M., Massicotte, D. et Nougarou, F. (2018, June 24-27). Beamforming for powerline interference in large sensor arrays. Dans 2018 16th IEEE International New Circuits and Systems Conference (NEWCAS), Montreal, Canada DOI 10.1109/NEWCAS.2018.8585510.

Hachemi, S. et Massicotte, D. (2018, September 19-20). Boolean Compressive Sensing: An Approximate Trust Region reconstruction. Dans 2018 7th International Conference on Computer and Communication Engineering (ICCCE), Kuala Lumpur, Malaysia DOI 10.1109/ICCCE.2018.8539329.

Islam, M. R., Massicotte, D., Nougarou, F. et Zhu, W. P. (2018, June 24-27). HOG and pairwise SVMs for neuromuscular activity recognition using instantaneous HD-sEMG images. Dans 2018 16th IEEE International New Circuits and Systems Conference (NEWCAS), Montreal, Canada DOI 10.1109/NEWCAS.2018.8585731.

Nougarou, F., Campeau-Lecours, A., Islam, R., Massicotte, D. et Gosselin, B. (2018, October 28-30). Muscle activity distribution features extracted from HD sEMG to perform forearm pattern recognition. Dans 2018 IEEE Life Sciences Conference (LSC), Montreal, Canada DOI 10.1109/LSC.2018.8572204.