Deriving probabilistic SVM kernels from flexible statistical mixture models and its application to retinal images classification

S Bourouis, A Zaguia, N Bouguila, R Alroobaea - IEEE Access, 2018 - ieeexplore.ieee.org
This paper aims to propose a robust hybrid probabilistic learning approach that combines
appropriately the advantages of both the generative and discriminative models for the …

Navigating Unstructured Space: Deep Action Learning-Based Obstacle Avoidance System for Indoor Automated Guided Vehicles

A Aryanti, MS Wang, M Muslikhin - Electronics, 2024 - mdpi.com
Automated guided vehicles (AGVs) have become prevalent over the last decade. However,
numerous challenges remain, including path planning, security, and the capacity to operate …

Data-Driven Leak Detection and Identification in Water Distribution Networks using Transductive Long Short-Term Memory

T Ma - 2024 Second International Conference on Data …, 2024 - ieeexplore.ieee.org
The Water distribution networks (WDN) experience substantial water loss due to leakage in
pipelines caused by pipe aging or pipe bursts. The Machine Learning (ML) and Deep …

Improved Butterfly Optimization Algorithm for Automated Breast Cancer Detection and Classification using Deep Learning

B Patil, P Vishwanath, M Al-Farouni… - 2024 International …, 2024 - ieeexplore.ieee.org
Breast cancer is a worldwide health issue affecting women, and research is primarily done
in medical images for early diagnosis and detection. The problem statement is to train model …

A Multilabel Dermatologic Classification and Interpretability Study for Small Samples and Extremely Unbalanced Classes

J Tang, L Jiang, F Zheng, X Zhang… - 2024 International …, 2024 - ieeexplore.ieee.org
Early diagnosis of melanoma is important for patient care, but dermatologists are struggling
to keep up with the increasing demand for skin disease care. Computer-aided diagnostic …

Research on Teaching Quality Evaluation Using Heuristic-Based Apriori Algorithm with Data Mining

F Zhao, F Yang - … Conference on Data Science and Network …, 2024 - ieeexplore.ieee.org
An evaluation of teaching quality is a decision making of teaching value of teachers and
learning of the students, becomes the significant role of teaching management and …

English Vocabulary Learning Using African Vultures Optimization Algorithm with Radial Basis Function Neural Network

S Dong - 2024 International Conference on Data Science and …, 2024 - ieeexplore.ieee.org
In recent years strong vocabulary extraction is essential for learning English since it
improves linguistic ability. However, vocabulary extraction is often a challenging process …

Research and Application of Optimal Value Calculation Method for Mixed Data Blocks based on Dynamic Programming Algorithm

F Chen, B Chen, X Bao, T Zhu - 2024 International Conference …, 2024 - ieeexplore.ieee.org
With the rapid development of computer technology, people's demand for information
processing continues to increase. In terms of howto better store and manage data with …

Image Recognition Algorithm of UAV Inspection under Machine Vision

C Hu, Z Mo, Z Zhang, X Qiu - 2024 International Conference on …, 2024 - ieeexplore.ieee.org
UAVs have the advantages of efficient and automated inspection in life, and have important
application value in industry, construction, energy and other fields. In this paper, an …

Covariance Matrix Based Long Short-Term Memory for English Grammar Correction System

S Liu, Q Liu - 2024 International Conference on Data Science …, 2024 - ieeexplore.ieee.org
The English Grammatical error correction has been considered as an application closely
related to daily life and essential communication using in perfectly. However, English …