Classification techniques in machine learning: applications and issues

AA Soofi, A Awan - Journal of Basic & Applied Sciences, 2017 - set-publisher.com
Classification is a data mining (machine learning) technique used to predict group
membership for data instances. There are several classification techniques that can be used …

Predicting machine failure using recurrent neural network-gated recurrent unit (RNN-GRU) through time series data

Z Zainuddin, PA EA, MH Hasan - Bulletin of Electrical Engineering and …, 2021 - beei.org
Time series data is a sequential of data points observed over a chronological of time which
involves around big size environment that lead to high dimensionality problem. Many …

Cardiovascular disease prediction system using extra trees classifier

R Shafique, A Mehmood, GS Choi - 2019 - researchsquare.com
Heart Disease as cardiovascular disease is the leading cause of death for both men and
women. It is the major cause of morbidity and mortality in present society. Therefore …

[PDF][PDF] Comparative analysis of data mining classification algorithms in type-2 diabetes prediction data using weka approach

K Ahmed, T Jesmin - International Journal of Science and …, 2014 - academia.edu
The goal of this paper discusses about different types of data mining classification
algorithms accuracies that are widely used to extract significant knowledge from huge …

[HTML][HTML] Iot off-grid, data collection from a machine learning classification using uav

A Goulart, ASR Pinto, A Boava, KRLJC Branco - Sensors, 2022 - mdpi.com
IoT encompasses various objects, technologies, communication standards, sensors,
actuators in powered environments, and networked communication. The concept adopted …

[HTML][HTML] Artificial Intelligence and Machine Learning in environmental impact prediction for soil pollution management–Case for EIA Process

B Anifowose, F Anifowose - Environmental Advances, 2024 - Elsevier
Scientific predictions are a key component of Environmental Impact Assessments (EIA),
which can indicate the level of change within an environmental sphere (eg, soil). As part of …

[PDF][PDF] Sentiment analysis based on movie reviews using various classification techniques: A review

K Kaushik, M Parmar - International Journal of Scientific Research in …, 2021 - academia.edu
Sentimental analysis is also called" opinion mining" analyses attitudes and classifies text
views. It relates to the use of natural language processing, text, and linguistic processing. A …

[PDF][PDF] Implementasi decision tree c4. 5 dalam penentuan pinjaman uang di koperasi xyz di banjarmasin

L Farokhah, RD Indahsari - Klik-Kumpulan Jurnal Ilmu Komputer, 2019 - academia.edu
Kredit macet merupakan permasalahan penting yang dihadapi semua lembaga atau badan
usaha keuangan. Koperasi simpan pinjam xyz merupakan salah satu badan usaha …

Machine Learning Based Detection of Forest Fires Using Sensors Placed in Forests

S Taze, A Samad, H Özcan, MK Uçar - The International Conference on …, 2023 - Springer
Abstract Background and Objective: Fire forests can occur for several reasons, and the
spreading of fire can be the reason for the partial and complete burning of forests in a large …

Identifying surface points based on machine learning algorithms: a comprehensive analysis

V Bulut - Data Technologies and Applications, 2023 - emerald.com
Purpose Surface curvature is needed to analyze the range data of real objects and is widely
applied in object recognition and segmentation, robotics, and computer vision. Therefore, it …