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Research Article

Towards Economical Long-Form Summarization: A Chunk-Based Approach Using LLMs

Avishto Banerjee
ICCK Transactions on Large Language Models Volume 1, Issue 1 November 17, 2025
In today's world anything almost everything related to literature can be achieved by LLMs. Be it summarization, abstraction, translation, transformation, etc. But not always is it possible to do those operations on extremely large content. Even with the large token output limits of newly launched ad...
Editorial

Editorial: Large Language Models: Concept and Future Perspectives

Gaurav Dhiman
ICCK Transactions on Large Language Models Volume 1, Issue 1 November 16, 2025
Presents the introductory editorial for the inaugural issue of this title.
Research Article

Secure and Decentralized Heart Sound Analysis Using Federated Learning and Blockchain Technology

Shivani Agarwal, Meenakshi Kandpal, Vishan Kumar Gupta, Shubhani Aggarwal, Paras Jain
ICCK Transactions on Machine Intelligence Volume 2, Issue 1 November 16, 2025
Early diagnosis of cardiac abnormalities depends on accurate classification of heart sounds, but centralized training methods run the danger of violating patient privacy. We thus propose a privacy-preserving and reliable heart sound abnormality detection system combining Blockchain Technology with F...
Research Article

Economic Effects of Measures for Reducing Losses in Electrical Distribution Network within the Transition to a Sustainable Active Distribution System

Vladica Mijailović, Aleksandar Ranković
This paper provides a comprehensive analysis of the economic implications of implementing advanced loss-reduction measures in electrical distribution networks, as observed across developed economies. The study evaluates a set of technical and infrastructural interventions that have demonstrated sign...
Research Article

Discriminating Planted Capsicum Spp. Varieties via Machine Learning and Multivariate Data Reduction

Matheus Costa Pereira, Tiago Martins de Azevedo, Caio Tertuliano Ribeiro, Ana Izabella Freire, Matheus Brendon Francisco, João Luiz Junho Pereira, Anderson Paulo de Paiva
ICCK Transactions on Machine Intelligence Volume 1, Issue 3 November 15, 2025
The classification of Capsicum spp. varieties is often hindered by their morphological similarities, making accurate identification a challenging task. To address this issue, this study applies a hybrid computational approach that combines data dimensionality reduction techniques using Principal Com...
Review Article

Clinical Text Analytics: Techniques, Deep Learning Models, and the Future of Medical Text Analytics

Atul Kumar
ICCK Transactions on Machine Intelligence Volume 1, Issue 3 November 14, 2025
The healthcare sector has both opportunities and challenges as a result of the rapid expansion of unstructured clinical text data in electronic health records (EHRs). Physician notes, reports from radiologists, and summaries of discharge are examples of narrative medical documents from which relevan...
Review Article

AI Enabled Resource-Constrained Computing Architectures for IoT Devices

Ishfaq Ahmad Malik, Gousia Habib
ICCK Transactions on Machine Intelligence Volume 1, Issue 3 November 13, 2025
Deep learning is a great success primarily because it encodes large amounts of data and manipulates billions of model parameters. Despite this, it is challenging to deploy these cumbersome deep models on devices with limited resources, such as mobile phones and embedded devices, due to the high comp...
Editorial

Editorial: Charting the Future of Computational Advances in Mechanics and Engineering

Ghulam Rasool, Muhammad Ijaz Khan
Computational Advances in Mechanics and Engineering Volume 1, Issue 1 November 10, 2025
Presents the introductory editorial for the inaugural issue of this title.
Editorial

Editorial: Launching a New Era in Computational Bioscience & Engineering

Ghulam Rasool, Muhammad Ijaz Khan
Computers in Engineering and Biosciences Volume 1, Issue 1 November 10, 2025
Presents the introductory editorial for the inaugural issue of this title.
Research Article

VBCSNet: A Hybrid Attention-Based Multimodal Framework with Structured Self-Attention for Sentiment Classification

Yupu Liu, Xin Kang, Kazuyuki Matsumoto, Jiazheng Zhou
Chinese Journal of Information Fusion Volume 2, Issue 4 November 13, 2025
Multimodal Sentiment Analysis (MSA), a pivotal task in affective computing, aims to enhance sentiment understanding by integrating heterogeneous data from modalities such as text, images, and audio. However, existing methods continue to face challenges in semantic alignment, modality fusion, and int...
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