Articles

Accelerating Hyperparameter Tuning in Machine Learning for Alzheimer’s Disease With High Performance Computing

in Machine Learning and Artificial Intelligence

• Fan Zhang
• Melissa Petersen
• Leigh Johnson
• James Hall
• Sid E. O’Bryant

Key point generation as an instrument for generating core statements of a political debate on Twitter

in Machine Learning and Artificial Intelligence

• Philip Ehnert
• Julian Schröter

Accelerated Bayesian optimization for CNN+LSTM learning rate tuning via precomputed Gaussian process subspaces in soil analysis

in Environmental Informatics and Remote Sensing

• Xiaolong Chen
• Hongfeng Zhang
• Cora Un In Wong
• Zhengchun Song

Landsat-based spatiotemporal estimation of subtropical forest aboveground carbon storage using machine learning algorithms with hyperparameter tuning

in Technical Advances in Plant Science

• Lei Huang
• Zihao Huang
• Weilong Zhou
• Sumei Wu
• Xuejian Li
• Fangjie Mao
• Meixuan Song
• Yinyin Zhao
• Lujin Lv
• Jiacong Yu

Minimizing unnecessary tax audits using multi-objective hyperparameter tuning of XGBoost with focal loss

in AI in Business

• Ivan P. Malashin
• Igor S. Masich
• Vadim S. Tynchenko
• Andrei P. Gantimurov
• Vladimir A. Nelyub
• Aleksei S. Borodulin

Performance Evaluation of Regression Models for the Prediction of the COVID-19 Reproduction Rate

in Digital Public Health

• Jayakumar Kaliappan
• Kathiravan Srinivasan
• Saeed Mian Qaisar
• Karpagam Sundararajan
• Chuan-Yu Chang
• Suganthan C

Prediction of Treatment Response in Triple Negative Breast Cancer From Whole Slide Images

in Biomedical Signal Processing

• Peter Naylor
• Tristan Lazard
• Guillaume Bataillon
• Marick Laé
• Anne Vincent-Salomon
• Anne-Sophie Hamy
• Fabien Reyal
• Thomas Walter

Hyperparameter tuning using Lévy flight and interactive crossover-based reptile search algorithm for eye movement event classification

in Medical Physics and Imaging

• V. Pradeep
• Ananda Babu Jayachandra
• S. S. Askar
• Mohamed Abouhawwash

Estimation of elbow flexion torque using equilibrium optimizer on feature selection of NMES MMG signals and hyperparameter tuning of random forest regression

in Rehabilitation Engineering

• Raphael Uwamahoro
• Kenneth Sundaraj
• Farah Shahnaz Feroz

Hyperparameter Optimization Using Sustainable Proof of Work in Blockchain

in Blockchain Technologies

• Anshul Mittal
• Swati Aggarwal

A machine learning-based virtual screening for natural compounds capable of inhibiting the HIV-1 integrase

in Anti-Infective Agents

• Lucas A. Machado
• Eduardo Krempser
• Ana Carolina Ramos Guimarães

Beyond Fragility: Physics-Driven Neural Surrogates for Seismic Resilience Prediction of Bridges

in Computational Methods in Structural Engineering

• Jacob Atkins
• Donya Hajializadeh
• Waqas Iqbal
• Farahnaz Soleimani

An ensemble learning approach for diabetes prediction using boosting techniques

in Computational Genomics

• Shahid Mohammad Ganie
• Pijush Kanti Dutta Pramanik
• Majid Bashir Malik
• Saurav Mallik
• Hong Qin

Improved object detection method for autonomous driving based on DETR

• Huaqi Zhao
• Songnan Zhang
• Xiang Peng
• Zhengguang Lu
• Guojing Li

Journey tracker: driver alerting system with a deep learning approach

in Field Robotics

• N. L. Yashaswini
• Vanishri Arun
• B. M. Shashikala
• Shyla Raj
• H. Y. Vani
• Francesco Flammini