Results 111 to 120 of about 113,519 (298)

A Hybrid Framework for Red Blood Cell Labeling Using Elliptical Fitting, Autoencoding, and Data Augmentation

Journal of Imaging
This study aimed to develop a local dataset of abnormal RBC morphology from confirmed cases of anemia and thalassemia in Thailand, providing a foundation for medical image analysis and future AI-assisted diagnostics.
Bundasak Angmanee, Surasak Wanram, Amorn Thedsakhulwong   +2 more
doaj   +1 more source

Deep clustering with convolution autoencoders and edge detection based classifcation and visualization of Alzheimer’s disease

, 2022
A Nivethitha, D. Baskar, L. Murali, T. Anandaselvakarthik   +3 more
openalex   +2 more sources

Solving Data Overlapping Problem Using A Class‐Separable Extreme Learning Machine Auto‐Encoder

Advanced Intelligent Systems, Volume 7, Issue 3, March 2025.
The overlapping and imbalanced data in classification present key challenges. Class‐separable extreme learning machine auto‐encoding (CS‐ELM‐AE) is proposed, which is an enhancement of ELM‐AE that better handles overlapping data by clustering points from the same class together. Applying oversampling addresses imbalanced data.
Ekkarat Boonchieng, Wanchaloem Nadda
wiley   +1 more source

Supervised and unsupervised learning of -dimensional even-offspring branching annihilating random walks

Machine Learning: Science and Technology
Machine learning (ML) of phase transitions (PTs) has gradually become an effective approach that enables us to explore the nature of various PTs more promptly in equilibrium and nonequilibrium systems.
Yanyang Wang, Wei Li, Feiyi Liu, Jianmin Shen   +3 more
doaj   +1 more source

Personal Identification Using 3D Topographic Cubes Extracted from EEG Signals by Means of Automated Feature Representation

Signals
Electroencephalogram (EEG)-based identification offers a promising biometric solution by leveraging the uniqueness of individual brain activity patterns.
Muhammed Esad Oztemel, Ömer Muhammet Soysal   +1 more
doaj   +1 more source

Efficient autonomous material search method combining ab initio calculations, autoencoder, and multi-objective Bayesian optimization [PDF]

, 2022
Yuma Iwasaki, Jaekyun Hwang, Yuya Sakuraba, Masato Kotsugi, Yasuhiko Igarashi   +4 more
openalex   +1 more source

Large Language Model‐Based Chatbots in Higher Education

Advanced Intelligent Systems, Volume 7, Issue 3, March 2025.
The use of large language models (LLMs) in higher education can facilitate personalized learning experiences, advance asynchronized learning, and support instructors, students, and researchers across diverse fields. The development of regulations and guidelines that address ethical and legal issues is essential to ensure safe and responsible adaptation
Defne Yigci, Merve Eryilmaz, Ail K. Yetisen, Savas Tasoglu, Aydogan Ozcan   +4 more
wiley   +1 more source

Early Detection of Forest Disturbances in Homogeneous Stands – Deep Learning-Based Monitoring of Picea Abies

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Climate change has increased the vulnerability of forests to insect-related damage, resulting in widespread forest loss in Central Europe and highlighting the need for effective, continuous monitoring systems.
Maximilian Kirsch, Jakob Wernicke, Pawanjeet Singh Datta, Christine Preisach   +3 more
doaj   +1 more source

Forecasting Sequential Data using Consistent Koopman Autoencoders [PDF]

, 2020
Omri Azencot, N. Benjamin Erichson, Vanessa Lin, Michael W. Mahoney   +3 more
openalex   +1 more source

IAR‐Net: Tabular Deep Learning Model for Interventionalist's Action Recognition

Advanced Intelligent Systems, EarlyView.
This study presents IAR‐Net, a deep‐learning framework for catheterization action recognition. To ensure optimality, this study quantifies interoperator similarities and differences using statistical tests, evaluates the distribution fidelity of synthetic data produced by six generative models, and benchmarks multiple deep‐learning models.
Toluwanimi Akinyemi, Olatunji Omisore, Wenjing Du, Wenke Duan, Chen Bailang, Liu Kun, Lei Wang, Minxin Wei   +7 more
wiley   +1 more source