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International Journal of Intelligent Systems, Volume 2026
Volume 2026, Number 1, 2026
- Raisa Akter

, Rajib Kumar Halder
, Mohammed Nasir Uddin
, Ashraf Uddin
, Ansam Khraisat
, Mijanur Rahman
, Md. Kabir Hossain
:
Advancing Loan Approval Prediction With SHAP-Guided Feature Selection and LIME-Based Model Interpretability in a Multiclassifier Context Through a Web-Based Application Development Approach. - Syed Mohsin Bokhari, Muhammad Shafi, Sarmad Sohaib, Sanad Al-Maskari, Muhammad Ahsan Iftikhar:

A Multiagent Deep Reinforcement Learning Scheme for Energy Use Optimization in UAV-Enabled Wireless Networks With Reconfigurable Intelligent Surfaces. - Míriam Máximo

, Antonio Santo
, Arturo Gil
, Mónica Ballesta, David Valiente:
A Coarse-to-Fine 3D LiDAR Localization With Deep Local Features for Long-Term Robot Navigation in Large Environments. - Phat Nguyen Huu

, Kien Hoang Trung, Quang Tran Minh:
Distinguish Traffic Condition Based on YOLOv10 Model and Region of Interest (ROI). - Correction to "Some q-Rung Orthopair Fuzzy Aggregation Operators and their Applications to Multiple-Attribute Decision Making".

- Hong Xin

, Xuanyou Li, De Li, Xun Jin
:
Comic Image Detection Based on MA-YOLOv8s. - Harshita Vyas

, Ravindra Giriraj Bhardwaj:
Comparative Evaluation of ChatGPT and DeepSeek for Competitive Programming: International Collegiate Programming Contest Case. - Yangcheng Liu

, Dong Liu, Dapeng Zhang
, Gang Kou
:
Risk Factor Extraction in Financial Disclosures via a Knowledge Graph-Enhanced Language Model. - Tengfei Fan, Mohammad Mahdi Moghimi:

A Review of Deepfake Technology in Physical Health Management and Application. - Weitong Guo

, Ziyu Lin, Xiangguo Li, Yaping Xu, Sifu Zhang, Hongwu Yang
:
A Transformer-Based Cross-Modal Coattention Framework for Multimodal Depression Detection. - Petro Pavlenko

, Iurii Teslia
, Iulia Khlevna
, Xuezhi Shi
, Oleksii Yehorchenkov
, Nataliia Yehorchenkova
, Yevheniia Kataieva, Andrii Khlevnyi, Tatiana Latysheva
:
Development of a Method for Managing Changes in a Project Based on Modeling Its Implementation With Digital Twins. - Shengwen Zhou, Shuai Han, Baigang Du

, Ming Yang, Liangyi Nie:
Mathematical Modeling and Hybrid GA Optimization for Multifactory Production-Assembly Flexible Job Shop Scheduling With Adaptive Neighborhood Search. - Ling Yao, Gapar Johar, Jacquline Tham, Yurong Zhao:

Accurate Indoor Channel Modeling for mmWave Communication Systems in Smart Environments Using Ray Tracing and Measurement-Based Validation. - Bing Bai, Chen Chuan Yu, Yan Wu, Sinuo Hou, Wang Qin, Litao Zhou, Xiaozheng Li

:
Dataset Construction and Real-Time Monitoring for Developing an Intelligent Drowning Warning Algorithm by the CamTra System. - Xuan Wei

, Ranran Liu:
A Dual-Encoding Dynamic Patent Quality Assessment Network With an Application to Green Technology Patents. - Abdulaziz Shehab, Mahmoud Abdel-Salam

, Abdulrahman Alyami
, Ibrahim M. El-Hasnony:
Explainable Optimized LSTM Model for Sustainable Wind Power Forecasting in Smart Cities. - Sa'ed Abed

, Sherlin Saji, Mohammad H. Alshayeji:
Predictive Analysis of Early Thyroid Disorders Using Integration of Data Mining and Ensemble Intelligence Approaches. - Zhifeng Wang

, Jinyu Liu
, Chunyan Zeng
:
GCKT: Context-Aware Gating of Heterogeneous Learning Features With Transformer for Cognitive Knowledge Tracing in Intelligent Tutoring Systems. - Tianru Song, Weiyao Zhu, Hongqing Song, Ming Yue:

A Novel Intelligent Sedimentary Microfacies Identification Model Based on Limited Well-Logging Data. - Yuxin Zhu, Shaotong Pei

:
Transmission Line Defect Detection in Low-Light Environments Using Image Adversarial Synthesis and the LCDD-YOLO Algorithm. - Md. Mahbub Alam

, Subhey Sadi Rahman
, Sadia Sultana Chowa, Md. Abdur Rahman
, Md Rafiqul Islam
, Sami Azam
:
Quantitative Measurement of Parkinson Disease Progression Using DaTscan Radiomics and Clinical Features With a Machine Learning-Based Approach. - Renfeng Liu

, Ziheng Yang
, Jie Ouyang, Zhengteng Yuan, Chi Cheng, Dingdong Wang
:
A Physics-Informed Deep Learning Method for Quantitative Evaluation of Artificial Precipitation Enhancement Effects. - Guangyu Zou

, Levent Yilmaz:
Feature Fusion Attention-Based Deep Reinforcement Learning for Multidepot O2O Food Delivery Route Optimization. - Yuhong Na, Yanning Wang, Xingxing Hua, Yaxing Zhang, Yunhu Zhou

, Darong Huang
:
Research on the Information Security and System Security of the Zero-Trust Framework - Taking an Intelligent Connected Vehicle Platoon as an Example. - Aleaddin Ozer

, Murat Aydos
:
Fraud Detection Framework for Blockchain Finance: Tackling Arbitrage, Liquidity Exploits, and Money Laundering. - Süheyla Demirtas Alpsalaz

, Emrah Aslan
, Yildirim Özüpak, Feyyaz Alpsalaz
, Hasan Uzel
, Ievgen Zaitsev
:
Explainability-Aligned Reliability-Weighted Fuzzy Ensemble for Automated Cervical Cancer Classification. - Ahmet Toy, Endris Assen Ebrahim

, Abdelah Alifnur Mohammed
:
Predicting Healthcare Service Utilization Using Supervised Machine Learning Methods: Model Comparison and Feature Selection. - Haodan Ran, Yang Fang, Xiang Zhao

, Jiuyang Tang, Weiming Zhang:
Temporal Heterogeneous Network Representation Learning With Dynamic Influence Modeling. - Faruk Bulut, Iknur Dönmez:

Meta-Learning Analysis of Deep Neural Network Architectures on Diverse Numeric Datasets via Geometric Complexity Descriptors. - Yan Huo, Nanmu Hui

, Binbin Tu, Yunqiu Sun:
Hybrid Attention-Based DeepLabV3+ Network for Semantic Segmentation of Land Cover on Remote-Sensing Imagery. - Habib Ullah Manzoor

, Attia Shabbir, Rao Naveed Bin Rais
, Sajjad Hussain, Ahmed Zoha
:
Trustworthy Distributed Load Forecasting in Resource-Limited Smart Grids and Buildings via Random Layer Aggregation. - Luke K. Topham, Wasiq Khan

, Dhiya Al-Jumeily, Hoshang Kolivand
, Omar Aldhaibani
, Abir Hussain
:
Enabling Passive Gait Identification in Realistic and Uncontrolled Environments Using Deep Learning and Spatiotemporal Biometrics. - Suparna Das

, Kamil Reza Khondakar
, Hirak Mazumdar
, Ajeet Kaushik
, Sunil Kumar Singh
:
Enhancing Machine Learning Models for Mental Health Classification Through Iterative Training and Text-Based Augmentation. - Peide Liu

, Zixin He, Xin Dong
, Peng Wang
:
Consensus-Driven Multicriteria Group Classification Decision-Making Method: Dynamic Trust Interaction and Overlapping Communities' Perspectives. - Xiaoyun Wu, Jie Zhao:

Smoke Detection Algorithm Based on Improved Feature Fusion. - Sining Ma, Ruixin Chen, Chao Wang

, Pezhman Ghadimi
:
Constrained Weighted DEA Method Based on Volume Under Surface: A Case Study in Large Industrial Sectors. - Shoutong Huang

, Yu Ma, Ruiyang Wu, Zhen Li:
A Fractional-Order Self-Learning Sparrow Search Algorithm for Multithreshold Image Segmentation. - Byunghwa Park, Junho Hwang, Sangwook Park:

Artificial Intelligence Framework for Universal Quantification of Surficial Anti-Fingerprint Performance. - Minna Zhang, Bin Liu, Jing Xu, Baozhen Zhou, Hongkai Sun, Yangyang Wang, Jihan Wang, Mengju Xue:

Intelligent Modeling of Protein Function and Drug Discovery Using Large Language Models: A Review. - Ye Shi, Peipei Wang

, Mingquan Ye, Aiping Wu, Yunfeng Zhou
:
Combining Clinical Characteristics With CTA Radiomics for Predicting Intracranial Aneurysm Rupture Status. - Murtada K. Elbashir, Madallah Alruwaili, Mahmood Mohamed

:
Uncovering Regulatory Networks Through Residual Graph Learning of circRNA-miRNA Interactions. - Mesbah Ahmad

, Tanmay Rahman
, Nitesh Kumar Kasera
, Shoeb Ahmed
:
Large Language Models in Cellulose Biopolymer Studies: Evaluating ChatGPT and Microsoft Copilot for Information and Reference Accuracy. - Huang Huang

, Xinhui Li, Minchao Wu
, Guowang Zhuang
, Jun Jin, Zhao Lv
:
EEGCo-Diff: Manifold-Guided Diffusion and an Oscillation-Aware Classifier for Sample-Efficient EEG Depression Detection. - Yuhan Wang, Xiaodan Lin, Yingqiang Qiu, Gewei Tan

:
Leveraging Gaussian Attention for Adapter-Based Fine-Tuning of WavLM in Audio Deepfake Detection. - Saifullah

, Saleem Abdullah, Marya Nawaz, Saeed Ullah
, Hameed Gul Ahmadzai
:
Enhancing Artificial Intelligence With ( p , q )-Fractional Fuzzy Decision Model Using Aczel-Alsina Operators. - Gang Huang, Donghua Chen

, Minmin Pei, Qihang Zhen, Hu Li:
Enhanced Pulmonary Nodule Detection via Two-Stage 3D CNN With Multiscale Attention and Kolmogorov-Arnold Activation. - Fan Jia

, Xuhao Zhang, Mingrui Li:
An Online Review-Driven Multiattribute Decision-Making Model Based on Rough-Cloud-Integrated Three-Way Decisions. - AmirHossein Nafei, Zhi Li, S. Pourmohammad Azizi:

A Neural Network-Based Decision Framework Utilizing Large Language Models and Neutrosophic Sets for Sustainable Supplier Selection. - Hefeng Yu, Linan Zu, Xiaona Pan, Chao Tang, Ming Liang Jin

, Pingping Meng:
REMW-YOLO: A Balanced Dense Pedestrian Detection Model With Efficient Feature Extraction and Fusion. - Ubaid Ullah

, Sonia Laudanna
, Andrea Di Sorbo
, Corrado Aaron Visaggio:
Breaking the Imitation Game: Can LLMs Fool Humans and Machines Alike? - Qian Luo, Wen Zhang, Jia Wang, Hailong Zhang:

Temporal Knowledge Graph Reasoning With Historical Data Correlation in Agriculture. - Yanwei Wang

, Chubin Peng, Zhenhui Min, Qingju Tang:
Event-Based Spatiotemporal Disentangled Aggregation for Image Reconstruction. - Fei Chen, Bing Guo

, Zhangtao Cheng, Yan Shen, Mingjie Zhao, Yi Li, Fan Zhou:
Unifying Invariant and Variant Knowledge With Dual-Hypergraph Contrastive Evolution for Temporal Knowledge Graph Reasoning. - Marcelo V. C. Aragão

, Felipe A. P. de Figueiredo
, Samuel B. Mafra
:
Large-Scale Benchmarking of Intrusion Detection Datasets With GPU-Accelerated Data Pipelines, Complexity Analysis, and Model Evaluation. - Qing Liu

, Bin Nong, Xuemei Jia, Yajie Zhang, Hongmeng Chen, Yulin Deng:
A Multiagent Reasoning Framework for Classical Chinese Question Answering With Large Language Models. - De Li, Jing Zhang, Xuanyou Li, Xun Jin

, Yanwei Wang:
Panoramic Style Feature Transfer Method Based on CycleGAN and Attention Mechanism. - Bing Song, Zhihong Qin:

The Applications of Machine Learning Algorithms in Vehicular Internet of Things: A Structured Literature Review and Avenue for Future Research Agenda. - Hoang Tran Manh, Dung Pham Anh, Phat Nguyen Huu

:
Real-Time Tire Tread Identification From Wheel Tracks Using YOLOv11 and Triplet Embedding. - Yu Fang:

Decision Support System for Equipment Fault Diagnosis Based on Large Language Model: Dynamic Construction of Unstructured Industrial Knowledge Graph for Industrial Equipment. - Yida Shang, Xiang Lin, Xiangyang Che, Yusen Wang, Haotian Ma, Jingkai Zhao, Changcai Zuo, Shixu Yang, Haozhe Gao, Yi Li, Yuliang Liu, Gaoqiang Deng, Guoguang Wu, Xin Dong, Baolin Zhang, Guoxing Li, Yuantao Zhang:

Research Progress on Memristors for Compute-In-Memory Architectures. - Xin Hu, Xiaofeng Ren, Jian Zheng, Jiangli Duan

, Sulan Zhang:
Identifying the Focus Word in Natural Language Questions Based on Association Rules. - Shuheng Lyu

, Li Li
, Xiaoxi Nie, Xiaohong Shen, Caiming Zhang
:
MSA-xLSTM: Multimodal Stock Price Forecasting With Multiscale Emotional Attention and Extended LSTM. - Rajasekaran P.

, Duraipandian M., Johny Renoald Albert, R. Jamuna, Usha Moorthy:
Quantum-Enhanced Zero-Knowledge Compression Used for Cloud IoT Healthcare: A Scalable, Privacy-Preserving QZ-HCN Framework. - Chencheng Zhu, Chunling Hu, Xianglong Dai, Min Xu:

SimLite-MAPE: A Lightweight and Efficient PPI Prediction Model With SimAM Attention and VQ-VAE Architecture. - Haoran Hong, C. Zhao, L. Lin:

A Novel QoS-Aware Service Composition Method for Cloud-Based Information Systems Based on a Hybrid Deep Learning-Based Algorithm. - Cansu Yalim, Resit Unal, Holly A. H. Handley

:
A Three-Stage Causal Root-Cause Diagnostic Protocol for Nonstationary Industrial Time Series Data. - Wanzhi Chen

, Yijia Liu, Yunhe Xiang, Yue Hou:
TeFN: Text-Centered Fusion Network With Multilevel Attention for Multimodal Sentiment Analysis. - R. Punithavathi, C. Kumar

, R. Saravana Kumar, Abhinandan Routray:
Chaotic Archerfish Optimizer-Enhanced Double-Attention Dense BiGRU for Video-Based Facial Expression Recognition. - Zhiyong He, Chang Liu, Boyang Hu, Duo Jia:

SpamLLM: Leveraging Large Language Models for Robust Spam Email Classification. - Teresa Matoso Manguangua Victor, Ashok Vajravelu

, Asmarashid Bin Ponniran
, A. Arul Edwin Raj
, Syed Riyaz Ahammed
, Janani Selvam:
Machine Learning Classifier-Based Breast Thermography Enhancement Using Adaptive Multiaverage Gamma Correction for Breast Cancer Diagnosis. - Liu Liu, Zhifei Xu

:
X-Gen: Synergizing Extended LSTM and Generative Diffusion for Cognition-Aware Motion Forecasting. - Julia Grando

, Yuji Yamada Correa, Fabiano Baldo
:
Adaptive XGBoost for Data Stream Regression. - Md. Siam Ansary

:
A Multirepresentation Stacked Ensemble for AI-Generated Text Detection. - Juan Luis López Delgado, Juan Antonio López-Ramos

:
Pentesting LLM Models With an Automated Framework. - Sangjin Park

, Hyeonhak Kim
:
International Stock Forecasting Using Ensemble Deep Graph Models and Complex Network Analysis. - Yaoli Xu

, Zheran Yang, Shuaixi Liang, Yongwen Liu, Chunli Xie, Haojie Zhai, Xiayang Shi
:
MIEM-CA: A Multigranularity Information-Enhanced Entity Matching Method Based on Collaborative Agents. - Saeid Safarzad

, Mirsaeid Hosseini Shirvani
, Reza Noorian Talouki
:
Smart Service Placement Model for IoT Applications in Fog Computing Using an Improved Imperialist Competitive Algorithm Service Placement (IICASP). - Shumaila Javaid

, Ruhul Amin Khalil
, Muhammad Haris
, Farman Ullah
, Nasir Saeed:
Intelligent Systems for Beyond-Line-of-Sight Defense Communication: Technologies, Case Studies, and Research Frontiers. - Mohammad Hassan Nataj Solhdar

, Mehdi Esnaashari
:
Joint Planning for Task Scheduling and Task Result Caching in the Fog Using Reinforcement Learning. - Qiwen Tan, Tiezheng Nie:

Three-View Dual-Space Contrastive Perception Matching Method for Entity Alignment.

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