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Asoke K. Nandi

Brunel University London

Kingston Lane

Uxbridge, UB8 3PH

United Kingdom

SCHOLARLY PAPERS

9

DOWNLOADS

528

TOTAL CITATIONS

0

Scholarly Papers (9)

1.

Deep Clustering Analysis for Time Window Determination of Event-Related Potential

Number of pages: 25 Posted: 28 Mar 2022 Last Revised: 21 Mar 2023
University of Jyväskylä - Faculty of Information Technology, Dalian University of Technology, University of California, San Francisco (UCSF), Brunel University London, University of Jyväskylä - Faculty of Information Technology and Dalian University of Technology
Downloads 112 (630,858)

Abstract:

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event-related potentials, Time window, Deep clustering, Ensemble learning, Consensus clustering, ERP microstates

2.

Ensemble Deep Clustering Analysis for Time Window Determination of Event-Related Potentials

Number of pages: 25 Posted: 28 Nov 2022 Last Revised: 11 Sep 2023
University of Jyväskylä - Faculty of Information Technology, Dalian University of Technology, University of California, San Francisco (UCSF), Brunel University London, University of Jyväskylä - Faculty of Information Technology and Dalian University of Technology
Downloads 98 (699,467)

Abstract:

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Event-related potentials, Time window, Deep clustering, Ensemble learning, Consensus clustering, ERP microstates

3.

Unified Flowing Normality Learning for Mechanical Anomaly Detection in Continuous Time-Varying Conditions

Number of pages: 21 Posted: 07 Feb 2024
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Brunel University London and Xi'an Jiaotong University (XJTU)
Downloads 71 (867,774)

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Condition monitoring, Anomaly Detection, Continuous time-varying conditions, Manifold learning, Generative Adversarial Networks

4.

LSFC-Net: Lightweight Spatial-Frequency Collaboration Network with Sparse Interaction for Remote Sensing Change Detection

Number of pages: 12 Posted: 03 Dec 2025
affiliation not provided to SSRN, affiliation not provided to SSRN, Shaanxi University of Science and Technology, Xi’an University of Posts and Telecommunications, affiliation not provided to SSRN and Brunel University London
Downloads 54 (1,041,696)

Abstract:

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Remote Sensing, change detection, Spatial-frequency learning, Feature interaction, Sparse attention

5.

Gradual Disturbance Detection Model Inspired by Dynamic Graph Theory for Digital Twin Manufacturing Cell

Number of pages: 49 Posted: 12 Oct 2024
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Brunel University London
Downloads 49 (1,074,648)

Abstract:

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Digital twin manufacturing cell, Digital twin shop-floor, Gradual disturbance detection, Dynamic graph theory, Spatial-temporal attention mechanism

6.

Grouping and Sifting Chinese Remainder Theorem for Frequency Estimation of Undersampled Waveforms Avoiding Multi-Rate Sampling

Number of pages: 29 Posted: 17 Apr 2025
Jiahui Cao, Zhibo Yang and Asoke K. Nandi
affiliation not provided to SSRN, affiliation not provided to SSRN and Brunel University London
Downloads 44 (1,145,425)

Abstract:

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Chinese remainder theorem, Delay coprime sampling, Grouping operation, Complex-valued and real-valued undersampled waveforms, Frequency estimation

7.

Collaborative Learning on Data and Model for Semi-Supervised Medical Image Segmentation

Number of pages: 32 Posted: 23 Jun 2025
Shaanxi University of Science and Technology, Shaanxi University of Science and Technology, Shaanxi University of Science and Technology, affiliation not provided to SSRN, affiliation not provided to SSRN and Brunel University London
Downloads 35 (1,249,711)

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semi-supervised learning, Medical image segmentation, Mixed data augmentation, Pseudo-labels

8.

Causal multi-kernel domain adaptation for  fault diagnosis of planetary gearboxes under time-varying speed conditions

Number of pages: 23 Posted: 05 Dec 2025
Ying Zhang, Zhipeng Feng and Asoke K. Nandi
University of Science and Technology Beijing, University of Science and Technology Beijing and Brunel University London
Downloads 34 (1,263,436)

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planetary gearbox, Fault diagnosis, Transfer learning, causal multi-kernel maximum mean discrepancy, time-varying speed condition.

9.

Representation Discrepancy Bridging Method for Remote Sensing Image-Text Retrieval

Number of pages: 13 Posted: 28 May 2025
Xi’an University of Posts and Telecommunications, affiliation not provided to SSRN, Shaanxi University of Science and Technology, affiliation not provided to SSRN, Weifang University, Shanghai Artificial Intelligence Laboratory, Brunel University London and affiliation not provided to SSRN
Downloads 31 (1,318,317)

Abstract:

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Remote Sensing Image-Text Retrieval, Vision-and-Language Pre-training, Parameter-Efficient Fine-Tuning, Cross-Modal Asymmetric Adapter, Multi-Task Learning