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Muhammad Azam
Muhammad Azam
Postdoctoral Fellow at Concordia University, Montreal, QC, Canada
Verified email at encs.concordia.ca
Title
Cited by
Cited by
Year
LSTM-based indoor air temperature prediction framework for HVAC systems in smart buildings
F Mtibaa, KK Nguyen, M Azam, A Papachristou, JS Venne, M Cheriet
Neural Computing and Applications 32, 17569-17585, 2020
772020
Autoregressive neural networks with exogenous variables for indoor temperature prediction in buildings
B Delcroix, JL Ny, M Bernier, M Azam, B Qu, JS Venne
Building Simulation 14, 165-178, 2021
382021
Bounded generalized Gaussian mixture model with ICA
M Azam, N Bouguila
Neural Processing Letters 49, 1299-1320, 2019
252019
Unsupervised keyword spotting using bounded generalized Gaussian mixture model with ICA
M Azam, N Bouguila
2015 IEEE global conference on signal and information processing (GlobalSIP …, 2015
242015
Unified architecture for data-driven metadata tagging of building automation systems
S Mishra, A Glaws, D Cutler, S Frank, M Azam, F Mohammadi, JS Venne
Automation in Construction 120, 103411, 2020
21*2020
Multivariate bounded support Laplace mixture model
M Azam, N Bouguila
Soft Computing 24 (17), 13239-13268, 2020
162020
Occupancy estimation using wifi motion detection via supervised machine learning algorithms
M Azam, M Blayo, JS Venne, M Allegue-Martinez
2019 ieee global conference on signal and information processing (GlobalSIP …, 2019
132019
Speaker verification using adapted bounded Gaussian mixture model
M Azam, N Bouguila
2018 IEEE international conference on information reuse and integration (IRI …, 2018
132018
Breast cancer diagnosis using quality control charts and logistic regression
O Graja, M Azam, N Bouguila
2018 9th International Symposium on Signal, Image, Video and Communications …, 2018
122018
Multivariate‐bounded Gaussian mixture model with minimum message length criterion for model selection
M Azam, N Bouguila
Expert Systems 38 (5), e12688, 2021
112021
Multivariate bounded asymmetric gaussian mixture model
M Azam, B Alghabashi, N Bouguila
Mixture Models and Applications, 61-80, 2020
102020
Multivariate bounded support asymmetric generalized Gaussian mixture model with model selection using minimum message length
M Azam, N Bouguila
Expert Systems with Applications 204, 117516, 2022
92022
Speaker classification via supervised hierarchical clustering using ICA mixture model
M Azam, N Bouguila
Image and Signal Processing: 7th International Conference, ICISP 2016, Trois …, 2016
92016
Bounded multivariate generalized Gaussian mixture model using ICA and IVA
A Algumaei, M Azam, F Najar, N Bouguila
Pattern Analysis and Applications 26 (3), 1223-1252, 2023
72023
Data clustering using variational learning of finite scaled dirichlet mixture models
H Nguyen, M Azam, N Bouguila
2019 IEEE 28th international symposium on industrial electronics (ISIE …, 2019
72019
Blind source separation as pre-processing to unsupervised keyword spotting via an ica mixture model
M Azam, N Bouguila
2018 IEEE 61st International Midwest Symposium on Circuits and Systems …, 2018
72018
Large-eddy-simulation of turbulent buoyant flow and conjugate heat transfer in a cubic cavity with fin ribbed radiators
S Siddiqa, SB Naqvi, M Azam, AM Aly, MM Molla
Numerical Heat Transfer, Part A: Applications 83 (8), 900-918, 2023
52023
A Bayesian sampling framework for asymmetric generalized Gaussian mixture models learning
RT Vemuri, M Azam, N Bouguila, Z Patterson
Neural Computing and Applications, 1-12, 2022
52022
Bounded Laplace mixture model with applications to image clustering and content based image retrieval
M Azam, N Bouguila
2018 17th IEEE international conference on machine learning and applications …, 2018
52018
Bounded asymmetric gaussian mixture-based hidden markov models
Z Xian, M Azam, M Amayri, W Fan, N Bouguila
Hidden Markov Models and Applications, 33-58, 2022
42022
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