Masoud Jalayer

Masoud Jalayer

Politecnico di Milano

H-index: 8

Europe-Italy

About Masoud Jalayer

Masoud Jalayer, With an exceptional h-index of 8 and a recent h-index of 8 (since 2020), a distinguished researcher at Politecnico di Milano, specializes in the field of Deep Learning, Agent-based Modelling, Complex Network Analysis, Human-Machine Interaction.

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

Unveiling the black box: a unified XAI framework for signal-based deep learning models

Check for updates A Model Identification Forensics Approach for Signal-Based Condition Monitoring

A Model Identification Forensics Approach for Signal-Based Condition Monitoring

A Conceptual Framework for Localization of Active Sound Sources in Manufacturing Environment Based on Artificial Intelligence

Deep reinforcement learning for machine scheduling: Methodology, the state-of-the-art, and future directions

Synthesizing Rolling Bearing Fault Samples in New Conditions: A Framework Based on a Modified CGAN

Intelligent manufacturing execution systems: A systematic review

InsightiGen: a versatile tool to generate insight for an academic systematic literature review

Masoud Jalayer Information

University

Position

PhD Researcher

Citations(all)

346

Citations(since 2020)

339

Cited By

30

hIndex(all)

8

hIndex(since 2020)

8

i10Index(all)

7

i10Index(since 2020)

7

Email

University Profile Page

Politecnico di Milano

Google Scholar

View Google Scholar Profile

Masoud Jalayer Skills & Research Interests

Deep Learning

Agent-based Modelling

Complex Network Analysis

Human-Machine Interaction

Top articles of Masoud Jalayer

Title

Journal

Author(s)

Publication Date

Unveiling the black box: a unified XAI framework for signal-based deep learning models

Machines

Ardeshir Shojaeinasab

Masoud Jalayer

Amirali Baniasadi

Homayoun Najjaran

2024/2/8

Check for updates A Model Identification Forensics Approach for Signal-Based Condition Monitoring

Flexible Automation and Intelligent Manufacturing: Establishing Bridges for More Sustainable Manufacturing Systems: Proceedings of FAIM 2023, June 18–22, 2023, Porto, Portugal, Volume 2: Industrial Management

Masoud Jalayer¹

Ardeshir Shojaeinasab² Ardeshir Shojaeinasab

Homayoun Najjaran

2023/8/24

A Model Identification Forensics Approach for Signal-Based Condition Monitoring

Masoud Jalayer

Ardeshir Shojaeinasab

Homayoun Najjaran

2023/6/18

A Conceptual Framework for Localization of Active Sound Sources in Manufacturing Environment Based on Artificial Intelligence

Reza Jalayer

Masoud Jalayer

Carlotta Orsenigo

Carlo Vercellis

2023/6/18

Deep reinforcement learning for machine scheduling: Methodology, the state-of-the-art, and future directions

Maziyar Khadivi

Todd Charter

Marjan Yaghoubi

Masoud Jalayer

Maryam Ahang

...

2023/10/4

Synthesizing Rolling Bearing Fault Samples in New Conditions: A Framework Based on a Modified CGAN

Sensors

Maryam Ahang

Masoud Jalayer

Ardeshir Shojaeinasab

Oluwaseyi Ogunfowora

Todd Charter

...

2022/1

Intelligent manufacturing execution systems: A systematic review

Ardeshir Shojaeinasab

Todd Charter

Masoud Jalayer

Maziyar Khadivi

Oluwaseyi Ogunfowora

...

2022/1/1

InsightiGen: a versatile tool to generate insight for an academic systematic literature review

ArXiv

Ardeshir Shojaeinasab

Jalayer Masoud

Homayoun Najjaran

2022/8/2

Fault Detection and Diagnosis with Imbalanced and Noisy Data: A Hybrid Framework for Rotating Machinery

Machines

Masoud Jalayer

Amin Kaboli

Carlotta Orsenigo

Carlo Vercellis

2022/3/28

Automatic Visual Inspection of Rare Defects: A Framework based on GP-WGAN and Enhanced Faster R-CNN

Masoud Jalayer

Reza Jalayer

Amin Kaboli

Carlotta Orsenigo

Carlo Vercellis

2021/9/17

Fault detection and diagnosis for rotating machinery: A model based on convolutional LSTM, Fast Fourier and continuous wavelet transforms

Masoud Jalayer

Carlotta Orsenigo

Carlo Vercellis

2021/2

CoV-ABM: A stochastic discrete-event agent-based framework to simulate spatiotemporal dynamics of COVID-19

arXiv preprint arXiv:2007.13231

Masoud Jalayer

Carlotta Orsenigo

Carlo Vercellis

2020/7/26

See List of Professors in Masoud Jalayer University(Politecnico di Milano)

Co-Authors

H-index: 10
Mehrdad Agha Mohammad Ali Kermani

Mehrdad Agha Mohammad Ali Kermani

Iran University of Science and Technology

H-index: 9
Amin Kaboli

Amin Kaboli

École Polytechnique Fédérale de Lausanne

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