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Research Article

Short-Term Impact of China's Reverse Repo Operations on the Overnight Shibor: Evidence from the Money Market

Zhiming Song, Chengzhi Zhao
Journal of Social Systems and Policy Analysis Volume 3, Issue 4 October 23, 2026
Based on daily data from China's money market between March and April 2025, this study investigates the short-term effects of the People's Bank of China's (PBC) reverse repo operations on the overnight interbank rate (O/N Shibor). Using Ordinary Least Squares (OLS) regression and an event-study appr...
Research Article

DPMF: Dual-Path Multi-timescale Fusion with Phenology-Gated Prediction for Tomato State and Daily Water-Nutrient Flux Estimation

Chenlei Fang, Youlin Cui, Yisheng Miao, Chunjiang Zhao
ICCK Transactions on Intelligent Systematics Volume 3, Issue 4 October 23, 2026
Full-cycle management of greenhouse tomato requires continuous information on crop state together with estimates of daily water and nutrient use, yet destructive biomass measurements are sparse, and a single fixed model shared across resources is prone to stage-dependent negative transfer. This stud...
Research Article

How Do Multiple-Choice Assessments Reflect Student Performance? An Educational Data Mining Analysis Using Machine Learning Classifiers

Niusha Shafiabady, Darius Pfitzner, Talha Nawaz, Seb Dianati, Mark Brady
ICCK Transactions on Educational Data Mining Volume 2, Issue 2 October 23, 2026
Multiple-choice questions (MCQs) are widely used in higher education because they efficiently assess knowledge and a broad range of cognitive skills across disciplines. This study examines how MCQ-based assessments contribute to predicting final student grades, using data from 2,390 students (compri...
Research Article

Effects of Adversarial Training of Word Embeddings on Chinese Agricultural Pest and Disease Named Entity Recognition with BERT-CRF

Bo Cheng, Ziming Gao, Biao An, Yuansheng Wang
ICCK Transactions on Machine Intelligence Volume 3, Issue 1 October 24, 2026
Entity boundaries, confusable entity types and surface forms absent from the training data all make it harder to extract structured information from agricultural pest and disease texts. We examined whether single-step adversarial training of word embeddings with the fast gradient method (FGM) improv...
Research Article

The Medieval Text and the Modern Question: AI for Multilingual Semantic Retrieval across Centuries

Antoni Mestre
ICCK Transactions on Machine Intelligence Volume 2, Issue 4 October 23, 2026
Multilingual access to medieval literature requires retrieval systems to bridge historical and cross-lingual semantic variation. This article introduces HistRAG, a language-aware framework combining lexical retrieval, multilingual dense representations, historical adaptation, hybrid fusion, and cros...
Research Article

Tomato Multimodal Knowledge Graph Construction and Dynamic Updating

Ziming Gao, Huaji Zhu, Yusen Yang
ICCK Transactions on Machine Intelligence Volume 2, Issue 4 October 22, 2026
Tomato disease knowledge is scattered across agronomic texts and leaf images from heterogeneous sources, and static knowledge graphs that write extraction outputs directly to a database cannot separate model candidates from currently valid facts. We construct a multimodal knowledge graph for tomato...
Perspective

From Data-Driven to Geology-Informed Learning: Geometry-Aware Graph Transformer Learning for Geo-Energy Systems

Jinghan Li
Journal of Geo-Energy and Environment Volume 3, Issue 1 October 22, 2026
Geo-energy systems involve heterogeneous subsurface properties, irregular spatial structures, and complex interactions. Conventional data-driven models either treat observations independently or rely on graph connectivity without explicitly encoding relative geometry, which limits their ability to d...
Research Article

Robust Skin Lesion Segmentation Using a Hybrid CNN Model and Compound Scaling

Maame G. Asante-Mensah, Charles Roland Haruna, Stephen Julius Atsu, Sandro Kwame Amofa, Akua Gyanba Morgan Acquah
ICCK Transactions on Machine Intelligence Volume 2, Issue 4 October 20, 2026
Medical image processing by computers has become an area of growing importance, with researchers shifting their attention to various groundbreaking state-of-the-art models that aim to ease the pressure on doctors. Notwithstanding, image segmentation and feature extraction are critical yet challengin...
Research Article

A Comparative Analysis of Various Transfer Learning-Based Deep Learning Frameworks Using Brain Tumor MRI

Sunil Kumar Agarwal, Yogesh Kumar Gupta
ICCK Transactions on Machine Intelligence Volume 2, Issue 4 October 19, 2026
Brain tumors are a critical and challenging health issue worldwide, and they often reduce patient survival if they are not identified at an early stage. This study presents an automatic approach to identify and classify brain tumor magnetic resonance imaging (MRI) scans using several pre-trained dee...
Research Article

Magnetohydrodynamic and Thermal Behaviour of Maxwell Fluids over Cylindrical Surfaces in Porous Media with Joule Heating Effects

K. Sudarmozhi
This work examines steady, laminar, axisymmetric flow of an electrically conducting upper-convected Maxwell fluid over a stretching cylinder embedded in a Darcy porous medium, with Joule heating, viscous dissipation and Newtonian (conjugate) wall heating acting together. Similarity transformations r...
Showing 11-20 of 1,196 results