International Journal of Digital Communication and Analog Signals
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International Journal of Digital Communication and Analog Signals

IJDCAS V-11 I-01 2025

IJDCAS V-11 I-01 2025

PublishedSubscriptionReview Article 2025-03-07

Evaluation of Machine Learning and Deep Learning Models for Classification Tasks on Crime Data: A Comparative Study

By Ravinder Singh

Abstract: The classification of crime data has grown more and more important for public safety and law enforcement due to the increasing demand for precise and effective predictive models. To classify crime data, this study assesses and contrasts the effectiveness of several machine learning (ML) and deep learning (DL) models, such as decision trees, support vector…

Published in International Journal of Digital Communication and Analog Signals · Vol. 11, Issue 01, 2025 · pp. 1–15Read Article →
PublishedSubscriptionOriginal Research 2025-03-24

Real-Time Language Translation Application Using Tkinter

By Annasaheb S. Dandage, Vitthal R. Rupnar, Tejas A Pise, and A. O. Mulani

Abstract: This application, "Real Time Language Translation Application Using Tkinter," was created to develop a friendly tool by which users can instantaneously translate text from one language to another. Built using Python and the Tkinter library, it uses the integration of the Google Translate API to deliver an accurate translation with context while relying on Natural…

Published in International Journal of Digital Communication and Analog Signals · Vol. 11, Issue 01, 2025 · pp. 26–32Read Article →
PublishedSubscriptionReview Article 2025-03-31

Smart Agriculture Using IoT: A Paradigm Shift in Modern Farming

By Shivam Sanjay Singh and Sankalp Ramakrant Tiwari

Abstract: The rapid advancements on the Internet of Things (IoT) have revolutionized agriculture by integrating sensors, automation, and data analytics to enhance productivity, resource efficiency, and sustainability. With growing challenges such as climate change, population growth, and the need for efficient resource management, IoT-driven smart agriculture presents a transformative approach to modern farming. By leveraging IoT-enabled…

Published in International Journal of Digital Communication and Analog Signals · Vol. 11, Issue 01, 2025 · pp. 33–37Read Article →
PublishedSubscriptionOriginal Research 2025-03-10

Tap & Serve: Digital Restaurant Management System

By Mohan M Khambalkar and Vallabh Gagliya

Abstract: Tap & Serve is a clever and user-friendly digital solution that makes restaurant operations much more efficient. Order taking, inventory control, billing, and ensuring that consumers receive excellent service are just a few of the daily duties it facilitates. Utilizing cutting-edge technology such as mobile apps, cloud storage, and real-time data, Tap & Serve reduces…

Published in International Journal of Digital Communication and Analog Signals · Vol. 11, Issue 01, 2025 · pp. 16–25Read Article →
Published 2025-03-29

Unsupervised Machine Learning:Revealing Hidden Data patterns

By Vansh Mudgal and Aaditya Sharma

Abstract: Machine learning helps computers learn from data and make smart decisions. There are two main ways they do this: supervised and unsupervised learning. Supervised learning is like teaching a child with flashcards—you show the computer examples with the right answers, and it learns to recognize patterns. This helps it make predictions, like guessing whether an…

Published in International Journal of Digital Communication and Analog Signals · Vol. 11, Issue 01, 2025 · pp. 38–47Read Article →