Map Reduce Techniques for Machine Learning in Big Data Analytics

S Kukreti, HM Al-Jawahry, A Shrivastava… - … and Informatics (IC3I …, 2024 - ieeexplore.ieee.org
One of the most groundbreaking approaches to the processing and analysis of large
datasets has been created as a result of the combination of MapReduce techniques and …

Signal Detection of MIMO System with One Bit ADCS Based on Deep Learning

A Shrivastava, M Maindola, H Alabdeli… - … and Informatics (IC3I …, 2024 - ieeexplore.ieee.org
Due to the quantization noise created by analog-to-digital converters (ADCs) with just one
bit of resolution, signal identification in Multiple-Input Multiple-Output (MIMO) systems is a …

Advanced Deep Learning Approaches for Real-Time Anomaly Detection in IoT Environments

HR Goyal, SO Husain, KK Dixit… - … and Informatics (IC3I …, 2024 - ieeexplore.ieee.org
The proliferation of Internet of Things (IoT) systems has led to the generation of vast amounts
of data, increasing the need for effective anomaly detection mechanisms to ensure system …

Transfer Learning for Energy Consumption Forecasting in Smart Buildings

NVU Reddy, YP Rangaiah, A Nagpal… - … and Informatics (IC3I …, 2024 - ieeexplore.ieee.org
Energy consumption forecasting is crucial in smart buildings so as to effectively manage
energy usage and minimize the expenses. The conventional methods of machine learning …

Optimizing Random Forest Algorithms for LargeScale Data Analysis

S Bhadula, MM Adnan, R Kumar… - … and Informatics (IC3I …, 2024 - ieeexplore.ieee.org
The exponential growth of data in recent years has necessitated the development of more
efficient and scalable machine learning algorithms to handle large-scale data analysis …

Revolutionizing Cancer Diagnosis with Deep Learning: A Case Study Using U-Net

HR Goyal, M Al-Farouni, A Deepak… - … and Informatics (IC3I …, 2024 - ieeexplore.ieee.org
The U-Net architecture is a convolutional neural network model that is well-known for its
skills in biomedical image segmentation. This study investigates the revolutionary potential …

Support Vector Machines for Soil Quality Assessment in Sustainable Farming

A Nainwal, H Alabdeli, N Varshney… - … and Informatics (IC3I …, 2024 - ieeexplore.ieee.org
In order to understand the soil's health, fertility, and crop appropriateness, soil quality
assessments are an important part of sustainable agricultural techniques. Using their …

Advanced Computational Frameworks for High-Resolution Biospeckle Image Analysis: Integrating Machine Learning and Optical Coherence Techniques for …

K Aravinda, T Rangaraju, A Singla… - … and Informatics (IC3I …, 2024 - ieeexplore.ieee.org
This work provides a novel computer vision technique for high-resolution biospherical
imaging based on cutting-edge machine learning and optical coherence technology. Our …

Faktor Pendidikan dan Pengetahuan Terhadap Kepemilikan Jamban di Desa Silanga Kabupaten Parigi Moutong

H Hasanudin, A Amsal, S Saharudin - Jurnal Promotif Preventif, 2024 - journal.unpacti.ac.id
Jamban merupakan fasilitas pembuangan kotoran manusia yang penting dalam memutus
rantai penyebaran penyakit. Penelitian ini bertujuan untuk mengeksplorasi hubungan …

[PDF][PDF] A comparative study of Water Supply and Sanitation Practices in Residential and Slum Areas of Mymensingh City

SI Farhan, MA Miah - Bangladesh, J. Mater. Environ. Sci., 15 …, 2024 - jmaterenvironsci.com
Safe water and sanitation are fundamental for health, preventing disease, child
development, and economic prosperity. The objectives of this study were to assess the …