Open Access
Research Article·pp. 67–77·Vol. 28, Issue 1Jan 2025
Sivakumar Nadarajan, Bhuvan Unhelkar, S. Siva Shankar, Tulika Chakrabarti, Prasun Chakrabarti, B. Sivaneasan, Martin Margala
Published Online: 15 Jan 2025DOI: 10.47974/JSMS-1315 In this paper: Enhancing the chances of survival for cancer patients requires early brain tumour identification. This study suggests a federated learning-based method to deal with classification problems caused by o...
Open Access
Research Article·pp. 95–105·Vol. 28, Issue 1Jan 2025
Kamal Sharma, Bhuvan Unhelkar, S. Siva Shankar, Tulika Chakrabarti, Prasun Chakrabarti, B. Sivaneasan, Martin Margala
Published Online: 15 Jan 2025DOI: 10.47974/JSMS-1316 In this paper: The study of energy consumption in buildings is crucial due to environmental and financial impacts. Smart metering is suggested to improve energy efficiency, but predicting electrical consumption accu...
Open Access
Research Article·pp. 121–131·Vol. 28, Issue 1Jan 2025
Vishal Goyal, Bhuvan Unhelkar, S. Siva Shankar, Tulika Chakrabarti, Prasun Chakrabarti, B. Sivaneasan, Martin Margala
Published Online: 15 Jan 2025DOI: 10.47974/JSMS-1318 In this paper: The rapid growth of IoT technology has revolutionized smart city applications, improving societal functionalities. This integration offers real-time applications for predicting crime events, monitorin...
Open Access
Research Article·pp. 139–149·Vol. 28, Issue 1Jan 2025
Y. Ravi Kumar Chakrabarti, Bhuvan Unhelkar, S. Siva Shankar, Tulika Chakrabarti, Prasun Chakrabarti, B. Sivaneasan, Martin Margala
Published Online: 15 Jan 2025DOI: 10.47974/JSMS-1320 In this paper: An intelligent framework combining Autoencoder Neural Networks and the Dragonfly optimization algorithm, which would be put forth to this research to combat effective credit card fraud by detecting fr...
Open Access
Research Article·pp. 2419–2429·Vol. 27, Issue 8Dec 2024
K. Gurnadha Gupta, Bhuvan Unhelkar, S. Siva Shankar, Tulika Chakrabarti, Prasun Chakrabarti, B. Sivaneasan, Martin Margala
Published Online: 18 Dec 2024DOI: 10.47974/JDMSC-2015 In this paper: Electronic health records (EHRs) aim to improve healthcare efficiency and workload management, but security concerns persist, especially in cloud storage. Proxy re-encryption (PRE) addresses these con...
Open Access
Research Article·pp. 2081–2090·Vol. 45, Issue 8Nov 2024
Bhuvan Unhelkar, S. Siva Shankar, Tulika Chakrabarti, S. Sreenath Kashyap, B. Sivaneasan, Martin Margala
Published Online: 30 Nov 2024DOI: 10.47974/JIOS-1652 In this paper: Rice cultivation is an integral part of India’s changing landscape of agriculture. It offers an ALO-based Random Forest Classifier for accurate disease diagnosis and sorting in rice plants, including...
Open Access
Research Article·pp. 2193–2202·Vol. 45, Issue 8Nov 2024
J. Seetha, Bhuvan Unhelkar, S. Siva Shankar, Tulika Chakrabarti, Prasun Chakrabarti, B. Sivaneasan, Martin Margala
Published Online: 30 Nov 2024DOI: 10.47974/JIOS-1782 In this paper: Amid the COVID-19 pandemic, early and accurate automatic detection is vital. This study presents the AVbADC Algorithm to separate lung areas impacted by COVID-19 in CT scans. Initial results show prom...
Open Access
Research Article·pp. 2203–2212·Vol. 45, Issue 8Nov 2024
Eshwar Dara, Bhuvan Unhelkar, S. Siva Shankar, Tulika Chakrabarti, Prasun Chakrabarti, B. Sivaneasan, Martin Margala
Published Online: 30 Nov 2024DOI: 10.47974/JIOS-1783 In this paper: Imbalanced data classification poses a challenge in medical intelligent diagnosis due to limited samples and high-dimensional features in real-world biomedical datasets. This issue impacts the classif...
Open Access
Research Article·pp. 2213–2225·Vol. 45, Issue 8Nov 2024
Anusha Ampavathi, B. Sivaneasan, S. Siva Shankar, Tulika Chakrabarti, Prasun Chakrabarti, Martin Margala
Published Online: 30 Nov 2024DOI: 10.47974/JIOS-1784 In this paper: Accurate and prompt diagnosis is crucial for early detection and recovery from breast cancer. Many women die from breast cancer because current methods fail to detect it early. To address this challen...
Open Access
Research Article·pp. 2309–2323·Vol. 45, Issue 8Nov 2024
Ajmeera Kiran, Bhuvan Unhelkar, S. Siva Shankar, Tulika Chakrabarti, Prasun Chakrabarti, B. Sivaneasan, Martin Margala
Published Online: 30 Nov 2024DOI: 10.47974/JIOS-1808 In this paper: Accurate analysis of ECG data is necessary for effective heart attack detection. The InRes-106 model, a hybrid fine-tuned optimizer that improves ECG data security and detection, is presented in this...
