Optimizing Knowledge Transfer Graph for Deep Collaborative Learning by Soma Minami, Naoki Okamoto, Tsubasa Hirakawa, Takayoshi Yamashita, Hironobu Fujiyoshi

Subjects: Get full text

Predicting Ship Waiting Times Using Machine Learning for Enhanced Port Operations by Min-Hwa Choi, Woongchang Yoon

Subjects: “…Hyperparameter tuning…”
Get full text

Comparative Study on Hyperparameter Tuning for Predicting Concrete Compressive Strength by Jeonghyun Kim, Donwoo Lee

Subjects: Get full text

A Physics-Based Hyper Parameter Optimized Federated Multi-Layered Deep Learning Model for Intrusion Detection in IoT Networks by Chirag Jitendra Chandnani, Vedik Agarwal, Shlok Chetan Kulkarni, Aditya Aren, D. Geraldine Bessie Amali, Kathiravan Srinivasan

Subjects: “…Hyperparameter optimization…”
Get full text

Development of the Optuna-NGBoost-SHAP model for estimating ground settlement during tunnel excavation by Yuxin Chen, Mohammad Hossein Kadkhodaei, Jian Zhou

Subjects: Get full text

SKIN RASH CLASSIFICATION SYSTEM USING MODIFIED DENSENET201 THROUGH RANDOM SEARCH FOR HYPERPARAMETER TUNING by Fayza Nayla Riyana Putri, R.Rizal Isnanto, Aris Sugiharto

Subjects: Get full text

Short-Term Load Forecasting in Power Systems Based on the Prophet–BO–XGBoost Model by Shuang Zeng, Chang Liu, Heng Zhang, Baoqun Zhang, Yutong Zhao

Subjects: Get full text

Evaluation of Machine Learning Models for Enhancing Sustainability in Additive Manufacturing by Waqar Shehbaz, Qingjin Peng

Subjects: Get full text

Enhancing airport services: data-driven analysis of passenger satisfaction and service quality in Southeast Asia by Pholsook Thitinan, Ramjan Sarawut, Wipulanusat Warit

Subjects: Get full text

Debris Flow Susceptibility Prediction Using Transfer Learning: A Case Study in Western Sichuan, China by Tiezhu Li, Qidi Huang, Qigang Chen

Subjects: Get full text

TransUNet Image 3D Reconstruction with Hyperparameter Optimization by Xiaofang Wang, Zhihao Luo, Mingrui Gou, Kerui Mao, Liang Zhou

Subjects: “…hyperparameter optimization…”
Get full text

A Hybrid Brain Stroke Prediction Framework: Integrating Feature Selection, Classification, and Hyperparameter Optimization by Mohammad Amin, Khalid M. O. Nahar, Hasan Gharaibeh, Rabia Emhamed Al Mamlook, Ahmad Nasayreh, Nesrine Atitallah, Ali Gharaibeh, Raneem Hamad, Raed Abu Zitar, Aseel Smerat, Laith Abualigah

Subjects: Get full text

Weather Classification in West Java using Ensemble Learning on Meteorological Data by Cynthia Nur Azzahra, Yulison Herry Chrisnanto, Gunawan Abdillah

Subjects: “…ensemble learning, stacking classifier, smote, optimasi hyperparameter…”
Get full text

Optimizing travel time reliability with XAI: A Virginia interstate network case using machine learning and meta-heuristics by Navid Khorshidi, Shahriar Afandizadeh Zargari, Soheil Rezashoar, Hamid Mirzahossein

Subjects: Get full text

An interpretable model for landslide susceptibility assessment based on Optuna hyperparameter optimization and Random Forest by Xin Xiao, Yi Zou, Jiangcheng Huang, Xuan Luo, Luyi Yang, Meng Li, Pengwu Yang, Xuan Ji, Yungang Li

Subjects: Get full text

Enhanced Crop Leaf Area Index Estimation via Random Forest Regression: Bayesian Optimization and Feature Selection Approach by Jun Zhang, Jinpeng Cheng, Cuiping Liu, Qiang Wu, Shuping Xiong, Hao Yang, Shenglong Chang, Yuanyuan Fu, Mohan Yang, Shiyu Zhang, Guijun Yang, Xinming Ma

Subjects: Get full text

Enhancing Asset Reliability and Sustainability: A Comparative Study of Neural Networks and ARIMAX in Predictive Maintenance by Salvador Perez-Garcia, Cristina Gonzalez-Gaya, Miguel A. Sebastian

Subjects: Get full text

Rolling Bearing Fault Diagnosis Based on SCNN and Optimized HKELM by Yulin Wang, Xianjun Du

Subjects: Get full text

Understanding the intra-day and intra-week ridership patterns of urban rail transit stations in London using a fuzzy clustering approach by Yan Cheng, Thomas Hatzichristos, Anastasia Kostellou, Taku Fujiyama, Konstantina Argyropoulou, Ioanna Spyropoulou

Subjects: Get full text

Revealing the Driving Factors of Household Energy Consumption in High-Density Residential Areas of Beijing Based on Explainable Machine Learning by Zizhuo Qi, Lu Zhang, Xin Yang, Yanxia Zhao

Subjects: Get full text