Dr. Manar AMAYRI

Dr. Manar AMAYRI

Grenoble INP

H-index: 13

Europe-France

About Dr. Manar AMAYRI

Dr. Manar AMAYRI, With an exceptional h-index of 13 and a recent h-index of 13 (since 2020), a distinguished researcher at Grenoble INP, specializes in the field of Smart buildings, Explainable Machine Learning, Interactive Mchine Learning, EMS, forecasting.

His recent articles reflect a diverse array of research interests and contributions to the field:

Unsupervised domain adaptation without source data for estimating occupancy and recognizing activities in smart buildings

Novel mixture allocation models for topic learning

Parallel inference for cross-collection latent generalized Dirichlet allocation model and applications

Robust Interactive HMI for Occupancy Estimation in Smart Buildings (WIP)

A novel non-intrusive load monitoring technique using semi-supervised deep learning framework for smart grid

Explainable finite mixture of mixtures of bounded asymmetric generalized Gaussian and Uniform distributions learning for energy demand management

Unsupervised clustering-based domain adaptation for estimating occupancy and recognizing activities in smart buildings

Evaluation of regression models and Bayes-Ensemble Regressor technique for non-intrusive load monitoring

Dr. Manar AMAYRI Information

University

Position

___

Citations(all)

750

Citations(since 2020)

690

Cited By

155

hIndex(all)

13

hIndex(since 2020)

13

i10Index(all)

22

i10Index(since 2020)

21

Email

University Profile Page

Google Scholar

Dr. Manar AMAYRI Skills & Research Interests

Smart buildings

Explainable Machine Learning

Interactive Mchine Learning

EMS

forecasting

Top articles of Dr. Manar AMAYRI

Title

Journal

Author(s)

Publication Date

Unsupervised domain adaptation without source data for estimating occupancy and recognizing activities in smart buildings

CVIU

Shiqi Yang

Yaxing Wang

Joost Van De Weijer

Luis Herranz

Shangling Jui

2023

Novel mixture allocation models for topic learning

Computational Intelligence

Kamal Maanicshah

Manar Amayri

Nizar Bouguila

2024/4

Parallel inference for cross-collection latent generalized Dirichlet allocation model and applications

Expert Systems with Applications

Zhiwen Luo

Manar Amayri

Wentao Fan

Koffi Eddy Ihou

Nizar Bouguila

2024/3/15

Robust Interactive HMI for Occupancy Estimation in Smart Buildings (WIP)

Maher Dissem

Manar Amayri

Nizar Bouguila

2024/1/6

A novel non-intrusive load monitoring technique using semi-supervised deep learning framework for smart grid

Building Simulation

Mohammad Kaosain Akbar

Manar Amayri

Nizar Bouguila

2024/3

Explainable finite mixture of mixtures of bounded asymmetric generalized Gaussian and Uniform distributions learning for energy demand management

ACM Transactions on Intelligent Systems and Technology

Hussein Al-Bazzaz

Muhammad Azam

Manar Amayri

Nizar Bouguila

2024

Unsupervised clustering-based domain adaptation for estimating occupancy and recognizing activities in smart buildings

Journal of Building Engineering

Jawher Dridi

Manar Amayri

Nizar Bouguila

2024/2/10

Evaluation of regression models and Bayes-Ensemble Regressor technique for non-intrusive load monitoring

Sustainable Energy, Grids and Networks

Mohammad Kaosain Akbar

Manar Amayri

Nizar Bouguila

Benoit Delinchant

Frederic Wurtz

2024/6/1

Neural Architecture Search for Anomaly Detection in Time Series Data of Smart Buildings: A Reinforcement Learning Approach for Optimal Autoencoder Design

IEEE Internet of Things Journal

Maher Dissem

Manar Amayri

Nizar Bouguila

2024/1/31

Occupant counting model development for urban building energy modeling using commercial off-the-shelf Wi-Fi sensing technology

Building and Environment

Soroush Samareh Abolhassani

Azar Zandifar

Negar Ghourchian

Manar Amayri

Nizar Bouguila

...

2024/4/23

Unsupervised Anomaly Detection using Deep Autoencoding Mixture of Probabilistic Principal Component Analyzers

Viet Tra

Hussein Al-Bazzaz

Manar Amayri

Nizar Bouguila

2023/2/24

A Selective Supervised Latent Beta-Liouville Allocation for Document Classification

Zhiwen Luo

Manar Amayri

Wentao Fan

Nizar Bouguila

2023/7/19

Unsupervised Mixture Models on the Edge for Smart Energy Consumption Segmentation with Feature Saliency

Sensors

Hussein Al-Bazzaz

Muhammad Azam

Manar Amayri

Nizar Bouguila

2023/10/7

Unsupervised domain adaptation with and without access to source data for estimating occupancy and recognizing activities in smart buildings

Building and Environment

Jawher Dridi

Manar Amayri

Nizar Bouguila

2023/9/1

Occupancy Estimation in Smart Buildings: Impact of Data Quality on Feature Selection

Manar Amayri

Yogesh Pawar

2023/11/25

Novel Topic Models for Content Based Recommender Systems.

Kamal Maanicshah

Manar Amayri

Nizar Bouguila

2023

Deep learning based solution for appliance operational state detection and power estimation in non-intrusive load monitoring

Mohammad Kaosain Akbar

Manar Amayri

Nizar Bouguila

2023/7/15

Enhancing Human Action Recognition with Asymmetric Generalized Gaussian Mixture Model-Based Hidden Markov Models and Bounded Support

Hussein Al–Bazzaz

Muhammad Azam

Manar Amayri

Nizar Bouguila

2023/10/1

ICA and IVA bounded multivariate generalized Gaussian mixture based hidden Markov models

Engineering Applications of Artificial Intelligence

Ali H Al-gumaei

Muhammad Azam

Manar Amayri

Nizar Bouguila

2023/8/1

Assessing the Effectiveness of Supervised and Semi-supervised NILM Approaches in an Industrial Context

Mohammad Kaosain Akbar

Manar Amayri

Nizar Bouguila

Frederic Wurtz

Benoit Delinchant

2023/11/25

See List of Professors in Dr. Manar AMAYRI University(Grenoble INP)