default author photo

Jeng-Shyang Pan

Shandong University of Science and Technology

Qingdao

China

SCHOLARLY PAPERS

13

DOWNLOADS

956

TOTAL CITATIONS

0

Scholarly Papers (13)

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 177 (427,552)

Abstract:

Loading...

feature selection, Dimensionality Reduction, machine learning, RankabilitySimilarity score

2.

A Two-Layer Surrogate-Assisted Fish Migration Optimization for Urban Rail Transit Train Route Optimization

Number of pages: 16 Posted: 20 Dec 2022
Southwest Jiaotong University, Shandong University of Science and Technology, Southwest Jiaotong University, Shandong University of Science and Technology and Southwest Jiaotong University
Downloads 112 (640,165)

Abstract:

Loading...

Train Routing Optimization (TRO), Surrogate-Assisted (SA), Fish Migration Optimization (FMO), Meta-heuristic Evolutionary Algorithm

3.

Cardiotocographic Signal Classification: Ensemble Classifier Assisted by Probability Threshold Optimization on Imbalanced Ctg-Hub Data

Number of pages: 20 Posted: 30 Jul 2024
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Torrens University, VSB - Technical University of Ostrava, Shandong University of Science and Technology, University of Ostrava - University Hospital Ostrava and VSB - Technical University of Ostrava
Downloads 105 (674,591)

Abstract:

Loading...

Cardiotocograph, Hypoxemia, Ensemble classifier Moving threshold Probalistic random forest UnderSampling dataset

4.

Ctg Classification: Ensemble Classifier Assisted by Probability Threshold Optimization on Imbalanced Data

Number of pages: 40 Posted: 10 Feb 2025
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, VSB - Technical University of Ostrava, Torrens University, Shandong University of Science and Technology, University of Ostrava - University Hospital Ostrava and VSB - Technical University of Ostrava
Downloads 84 (777,583)

Abstract:

Loading...

Cardiotocograph Hypoxemia Ensemble classifier Moving thresholdProbalistic random forestUnderSampling dataset

5.

An Innovative Oversampling Approach Using Functional Data Analysis for Imbalanced Classification

Number of pages: 20 Posted: 16 May 2025
affiliation not provided to SSRN, Torrens University, King's College London, Shandong University of Science and Technology and VSB - Technical University of Ostrava
Downloads 75 (867,774)

Abstract:

Loading...

Imbalance techniques, Imbalance-learn libraryOversampling Functional data analysisSMOTE

6.

Ensemble Feature Engineering in Sampling for Xgboost

Number of pages: 32 Posted: 03 Mar 2025
affiliation not provided to SSRN, Qatar University, VSB - Technical University of Ostrava, Newcastle University and Shandong University of Science and Technology
Downloads 72 (860,052)

Abstract:

Loading...

Feature engineering XGBoost Gradient-based one-side sampling Random projectionUCI dataset

7.

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 63 (951,658)

Abstract:

Loading...

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

8.

Application of Binary Adaptive Migration Optimization Algorithm to Identify Parkinson's Disease

Number of pages: 23 Posted: 22 Mar 2022
Shandong University of Science and Technology, Shandong University of Science and Technology, Shandong University of Science and Technology, Qingdao University - Affiliated Hospital and Qingdao University - Affiliated Hospital
Downloads 61 (970,490)

Abstract:

Loading...

Parkinson, Heuristic Algorithm, Intelligence Computing, Fish Migration

9.

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 60 (970,490)

Abstract:

Loading...

RankabilityEntropyLinear ordering problem SpearmanRecommendation system

10.

A Surrogate-Assist Quasi-Affine Transformation Evolutionary for Multi-Objective Optimization of Empty Train Deployment on Heavy-Haul Railways

Number of pages: 17 Posted: 08 Sep 2023
Southwest Jiaotong University, Shandong University of Science and Technology, Southwest Jiaotong University, Shandong University of Science and Technology and Southwest Jiaotong University
Downloads 46 (1,121,190)

Abstract:

Loading...

Surrogate-Assisted Model (SAM), Vector Space Sampling (VSS), QUasi-Affine TRansformation Evolutionary (QUATRE), Uncertain sample infilling strategy, Empty train deployment (ETD)

11.

Multi-Tone Meaningful Visual Cryptography Scheme Based on Optical Axis Angle Superposition

Number of pages: 12 Posted: 08 Oct 2024
Guang-Hui Cui, Bin Yan, Jeng-Shyang Pan and Hong-Mei Yang
Shandong University of Science and Technology, Shandong University of Science and Technology, Shandong University of Science and Technology and Shandong University of Science and Technology
Downloads 39 (1,249,711)

Abstract:

Loading...

Multi-tone visual cryptography, λ/2 retarder film, Optical axis angle, Digital multitoning

12.

Leveraging Bagging and Boosting in Stacking Classifier with Feature Engineering

Number of pages: 20 Posted: 03 May 2025
VSB - Technical University of Ostrava, Qatar University, affiliation not provided to SSRN, Shandong University of Science and Technology, Newcastle University and affiliation not provided to SSRN
Downloads 37 (1,236,159)

Abstract:

Loading...

Stacking classifierFeature EngineeringBoosting and Bagging strategyCross-validataionVoting Classifier

13.

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 25 (1,385,945)

Abstract:

Loading...

Sparse representationSkin cancer data Model interpredibilityPre-trained Model