Cosci Press-Journal of Superintelligence and Computing

Vol.1 2025 - Issue 1

Open Access

12 January 2026

Change Detection in River Point Bars Using Multimodal Remote Sensing Data and Machine Learning

by Franklin N. Okeke, Ayibawari Obiene Egai and Desmond R. Eteh

Abstract This study investigates the temporal evolution and geometric variability of point bars along the Nun River in Kolokuma/Opokuma Local Government Area, Bayelsa State, Nigeria, using remote sensing, machine learning, and geospatial techniques over a 20-year period (2003–2023). Multi-temporal Landsat imagery, rainfall records, and sediment data were integrated to quantify morphometric changes and ass [...] Read more.

Open Access

03 December 2025

Radius-Guided Post-Clustering for Shape-Aware, Scalable Refinement of K-Means Results

by Stefan Kober

Abstract Radius-guided post-clustering is a simple geometric consolidation step applied after standard k-means has converged. Each k-means cluster is assigned a radius equal to the distance from its centroid to its farthest point, and clusters whose centroids fall within each other’s radii are merged. This post-processing can recover irregular shapes that k-means alone cannot represent, particularly when [...] Read more.

Open Access

14 November 2025

Survey of AI-Driven Approaches for Solving Nonlinear Partial Differential Equations

by Mingchu Li, Jiangyuan Gan and Runfa Zhang

Abstract Nonlinear partial differential equations (PDEs) form the mathematical backbone for modeling phenomena across diverse fields such as physics, biology, engineering, and finance. Traditional numerical methods have limitations, particularly for high-dimensional or parameterized problems, due to the "curse of dimensionality" and computational expense. Artificial Intelligence (AI) is currently a valuab [...] Read more.

Open Access

09 October 2025

Evolution of Decision-making Systems in Autonomous Vehicle Technology: A Comprehensive Review

by Ali Rizehvandi

Abstract Automated vehicles (AVs) constitute a significant advancement in contemporary transportation systems. With their capacity to minimize traffic accidents, decrease congestion, and improve efficiency, AVs fundamentally depend on decision-making algorithms to operate and execute tasks independently. Essential to the operation of AVs is the process of instantaneous decision-making, which necessitates [...] Read more.

Open Access

24 September 2025

Using GAP for Understanding Polynomial Function Rings: Enhancing Teaching Techniques

by Asho Abiodun Opeyemi and Sunday Adesina Adebisi

Abstract This case study illustrates how GAP software can be effectively used in teaching polynomial rings to undergraduate teachers. GAP is relatively new software that has been created recently. By utilizing computer software, many complicated ideas become simpler for students to understand. Software can be strong tools for teaching and learning Mathematics when the right programs are chosen. In this pr [...] Read more.