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Abbas Khosravi

Deakin University

75 Pigdons Road

Victoria, 3216

Australia

SCHOLARLY PAPERS

7

DOWNLOADS

604

TOTAL CITATIONS

1

Scholarly Papers (7)

1.

Time Series Foundation Models for Load Forecasting: A Comprehensive Analysis

Number of pages: 9 Posted: 21 Dec 2024
Deakin University, affiliation not provided to SSRN, Deakin University and Nanjing University
Downloads 270 (291,839)
Citation 1

Abstract:

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Load forecasting, time series foundation model.

2.

Towards Deep Domain Adaptation with Open-Set Target Data: A Review on Theory and Recent Advances

Number of pages: 47 Posted: 04 Apr 2023
Shiraz University of Technology, Shiraz University of Technology, Deakin University, Shiraz University of Technology, Shiraz University of Technology and AGH University of Science and Technology
Downloads 125 (576,708)

Abstract:

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Open-set domain adaptation, Deep Learning, Transfer Learning, Negative knowledge, Domain gap, Machine vision

3.

Neurostressology: A Systematic Review of Eeg-Based Automated Mental Stress Perspectives

Number of pages: 22 Posted: 14 Mar 2025
Deakin University, Deakin University, Deakin University, Deakin University and University of Southern Queensland
Downloads 94 (720,278)

Abstract:

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Stress, EEG, Features, Stressors, Classification, Algorithms

4.

Leveraging Optimal Transport for Enhanced Offline Reinforcement Learning in Surgical Robotic Environments

Number of pages: 9 Posted: 17 Nov 2023
Deakin University, Deakin University and Deakin University
Downloads 59 (970,490)

Abstract:

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Reinforcement Learning, Imitation Learning, Robotics

5.

An Uncertainty-Aware Deep Learning Framework for Defect Detection in Casting Products

Number of pages: 27 Posted: 01 Mar 2022
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Deakin University, affiliation not provided to SSRN, Deakin University and Deakin University
Downloads 27 (1,359,097)

Abstract:

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Deep Learning, Transfer Learning, Defect Detection, Uncertainty Quantification

6.

NeuroStrata: An EEG Connectivity-Driven Deep Representation Learning of Dynamic Brain Networks for Mental Stress Analysis

Number of pages: 26 Posted: 27 Jun 2026
Deakin University, Deakin University, Deakin University, Deakin University, Deakin University and University of Southern Queensland
Downloads 20

Abstract:

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Mental stress, Electroencephalogram, Effective connectivity, Partial directed coherence, Machine learning, Multi-level Classification

7.

Semantic Segmentation for Autonomous Vehicles: A Comprehensive Review of Image, Point Cloud, and Uncertainty-Aware Methods⋆

Number of pages: 28 Posted: 13 Jun 2026
affiliation not provided to SSRN, affiliation not provided to SSRN, Deakin University, affiliation not provided to SSRN and Bangladesh University of Engineering and Technology
Downloads 9

Abstract:

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Semantic segmentationAutonomous drivingPoint cloud segmentationLiDAR-camera fusionDeep learningUncertainty quantification