Millie Pant

Indian Institute of Technology (IIT), Roorkee

DOMS

Indian Institute of Technology Roorkee

Roorkee

India

SCHOLARLY PAPERS

8

DOWNLOADS

535

TOTAL CITATIONS

0

Scholarly Papers (8)

A Lightweight Feature Selection Method Based on Rankability

Number of pages: 23 Posted: 16 Mar 2024
affiliation not provided to SSRN, University of Chile, University of Ostrava - University Hospital Ostrava, Indian Institute of Technology (IIT), Roorkee, Shandong University of Science and Technology and VSB - Technical University of Ostrava
Downloads 134 (463,378)

Abstract:

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feature selection, Dimensionality Reduction, machine learning, RankabilitySimilarity score

A Lightweight Feature Selection Method Based on Rankability

Number of pages: 22 Posted: 28 Oct 2023
affiliation not provided to SSRN, Department of Industrial Engineering, University of Chile, University of Ostrava - University Hospital Ostrava, Indian Institute of Technology (IIT), Roorkee and VSB - Technical University of Ostrava
Downloads 128 (481,076)

Abstract:

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feature selection, Dimensionality reduction, Machine learning, Rankability, Similarityscore

2.

Information Fusion in Smart Agriculture: Machine Learning Applications and Future Research Directions

Number of pages: 64 Posted: 20 Mar 2025
affiliation not provided to SSRN, affiliation not provided to SSRN, Indian Institute of Technology (IIT), Roorkee, Department of Industrial Engineering, University of Chile, VSB - Technical University of Ostrava and Indian Institute of Technology (IIT), Roorkee
Downloads 67 (731,187)

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Artificial Intelligence (AI): Machine Learning (ML): Agriculture : Precision Agriculture: Digital Agriculture : Data Fusion

3.

Multi-Source Fusion-Based Model with Customized Loss Function for Stock Selection

Number of pages: 52 Posted: 23 Dec 2022
VSB - Technical University of Ostrava, Department of Industrial Engineering, University of Chile, Indian Institute of Technology (IIT), Roorkee, National Technical University of Athens and affiliation not provided to SSRN
Downloads 65 (742,877)

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Stock selection, Multi-source fusion, Multi-criteria decision-making, Time-series prediction, Dynamic time warping

4.

A Fast Rankability Method Based on Fuzzy Entropy

Number of pages: 11 Posted: 09 May 2024
affiliation not provided to SSRN, University of Chile, Indian Institute of Technology (IIT), Roorkee, Shandong University of Science and Technology and VSB - Technical University of Ostrava
Downloads 43 (905,582)

Abstract:

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Rankability, entropy, linear ordering problem, Spearman, Kendall's tau

5.

A Generalization of Multi-Source Fusion-Based Framework to Stock Selection

Number of pages: 39 Posted: 22 Mar 2023
VSB - Technical University of Ostrava, Department of Industrial Engineering, University of Chile, Indian Institute of Technology (IIT), Roorkee, National Technical University of Athens and affiliation not provided to SSRN
Downloads 42 (914,592)

Abstract:

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Stock selection, Multi-source fusion, Multi-criteria decision-making, Time-series prediction, Dynamic time warping

6.

On the Fuzzy Entropy and the Rankability of Data

Number of pages: 30 Posted: 12 Feb 2025
affiliation not provided to SSRN, University of Chile, Indian Institute of Technology (IIT), Roorkee, Shandong University of Science and Technology and VSB - Technical University of Ostrava
Downloads 24 (1,107,051)

Abstract:

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RankabilityEntropyLinear ordering problem SpearmanRecommendation system

7.

Multi-Criteria Sustainability Assessment of Sugarcane Production: An Ensemble Method Integrating Classical and Machine Learning Techniques

Number of pages: 19 Posted: 15 Jan 2025
Sumit Kumar and Millie Pant
affiliation not provided to SSRN and Indian Institute of Technology (IIT), Roorkee
Downloads 20 (1,156,817)

Abstract:

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Sugarcane, Data fusion, MCDM, Half quadratic theory, Machine learning

8.

Enhancing Skin Cancer Detection Through Category Representation and Fusion of Pre-Trained Models

Number of pages: 26 Posted: 09 Feb 2025
affiliation not provided to SSRN, University of Chile, VSB - Technical University of Ostrava, Indian Institute of Technology (IIT), Roorkee, Shandong University of Science and Technology and affiliation not provided to SSRN
Downloads 12 (1,251,875)

Abstract:

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Sparse representationSkin cancer data Model interpredibilityPre-trained Model