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ORCIDBig Data and Cognitive Computing (BDCC), Volume 10
Volume 10, Number 1, 2025
- Jeong Hoon Ko:
Transformer Encoder vs. Mamba SSM: Lightweight Architectures for Machining Stability-Induced Surface-Quality Categorization. 1 - Raji Ramachandran
, Parvathy Vijayan, Athulya Anilkumar, Veena Gangadharan:
AI Assisted System for Automated Evaluation of Entity-Relationship Diagram and Schema Diagram Using Large Language Models. 2 - Shenghao Liang, Zhiheng He, Hao Gui, Feng Liu:
DL-VLM: A Dynamic Lightweight Vision-Language Model for Bridge Health Diagnosis. 3 - Mahshad Koohi Habibi Dehkordi, Yehoshua Perl, Fadi P. Deek, Hao Liu:
Fine-Tuning LLaMA2 for Summarizing Discharge Notes: Evaluating the Role of Highlighted Information. 4 - Petros Gkertzos, Johannes Gerritzen, Constantinos Tsakonas, Stefanos H. Panagiotou, Athanasios Kotzakolios, Ioannis Katsidimas, Andreas Hornig, Siavash Ghiasvand, Maik Gude, Vassilis Kostopoulos, Sotiris E. Nikoletseas:
Machine Learning Based Impact Sensing Using Piezoelectric Sensors: From Simulated Training Data to Zero-Shot Experimental Application. 5 - Aswathi Padmavilochanan, Veena Gangadharan, Tarek Rashed, Natarajan Amritha:
Analyzing Vulnerability Through Narratives: A Prompt-Based NLP Framework for Information Extraction and Insight Generation. 6 - Widad Elouataoui, Youssef Gahi:
Empirical Evaluation of Big Data Stacks: Performance and Design Analysis of Hadoop, Modern, and Cloud Architectures. 7 - Phaktada Choowan, Hanvedes Daovisan:
Artificial Intelligence in Data Governance for Financial Decision-Making: A Systematic Review. 8 - Yu Jia, Rui Yang, Qiuyu Zhang:
A Monte Carlo Tree Search with Reinforcement Learning and Graph Relational Attention Network for Dynamic Flexible Job Shop Scheduling Problem. 9 - Siyuan Liu, Yiting Chen, Sen Li, Jining Chen, Qian He:
A Dual-Branch Transformer Framework for Trace-Level Anomaly Detection via Phase-Space Embedding and Causal Message Propagation. 10 - Saksham Singla, Sheral Singla, Karan Singla, Priya Kansal, Sachin Kansal, Alka Bishnoi, Jyotindra Narayan:
NovAc-DL: Novel Activity Recognition Based on Deep Learning in the Real-Time Environment. 11 - Khidhr Halab, Nabil Marzoug, Othmane El Meslouhi, Zouhair Elamrani Abou Elassad, Moulay A. Akhloufi:
QU-Net: Quantum-Enhanced U-Net for Self Supervised Embedding and Classification of Skin Cancer Images. 12 - Shuijun Yin, Di Wu, Haolan Zhang, Heng Li, Zhiyuan Yao, Wei Yuan:
Adversarial Perturbations for Defeating Cryptographic Algorithm Identification. 13 - Dezhi Cao, Yue Zhao, Xiaona Xu:
Interpretable Nonlinear Forecasting of China's CPI with Adaptive Threshold ARMA and Information Criterion Guided Integration. 14 - Esteban Hernandez-Santiago, Edgar Tello-Leal, Jailene Marlen Jaramillo-Perez, Bárbara A. Macías-Hernández:
Development of an Ozone (O3) Predictive Emissions Model Using the XGBoost Machine Learning Algorithm. 15 - Dhiaa Musleh, Atta Rahman, Haya Almossaeed, Fay Balhareth, Ghadah Alqahtani, Norah Alobaidan, Jana Altalag, May Issa Aldossary, Fahd A. Alhaidari:
AI-Enabled Diagnosis Using YOLOv9: Leveraging X-Ray Image Analysis in Dentistry. 16 - Xinyu Hu, Tong Li, Lingtao Xue, Zhipeng Du, Kai Huang, Gang Xiao, He Tang:
CBR2: A Case-Based Reasoning Framework with Dual Retrieval Guidance for Few-Shot KBQA. 17 - Yunhui Wu, Kunsong Wu, Cheng Qian, Jingjin Wu, Rongnian Tang:
Research on Power Quality Disturbance Identification by Multi-Scale Feature Fusion. 18 - Syed Ariful Haque, Saud M. Al Jufaili:
Applications of Artificial Intelligence in Fisheries: From Data to Decisions. 19 - Marek Sokol, Petr Volf, Jan Hejda, Jirí Remr, Lydie Leova, Patrik Kutilek:
Driving Simulator Performance After Acquired Brain Injury: A Comparative Study of Neuropsychological Predictors. 20 - Dmitry Rodionov, Prohor Polyakov, Evgenii Konnikov:
Phenomenological Semantic Factor Method for Risk Management of Complex Systems in Drifting. 21 - Gonzalo Nápoles, Agnieszka Jastrzebska, Isel Grau, Yamisleydi Salgueiro, Maikel León:
A Review on Fuzzy Cognitive Mapping: Recent Advances and Algorithms. 22 - Yifan Chang, Zhuoxin Li, Youxiang Ruan, Guangqiang Yin:
Image-Text Multimodal Sentiment Analysis Algorithm Based on Curriculum Learning and Attention Mechanisms. 23 - Eyal Eckhaus:
Data-Driven Insights: Leveraging Sentiment Analysis and Latent Profile Analysis for Financial Market Forecasting. 24 - César G. Pachón, Dora M. Ballesteros L.:
FakeVoiceFinder: An Open-Source Framework for Synthetic and Deepfake Audio Detection. 25 - Min Chen, Giancarlo Fortino:
Big Data and Cognitive Computing: Five New Journal Sections Established. 26 - Yunfei Long, Huosheng Xu:
Improving Flat Maxima with Natural Gradient for Better Adversarial Transferability. 27 - George Savva, Herodotos Herodotou:
Adaptive Data Prefetching for File Storage Systems Using Online Machine Learning. 28 - Ayla Ocak, Batuhan Kahvecioglu, Sinan Melih Nigdeli, Gebrail Bekdas, Ümit Isikdag, Zong Woo Geem:
Machine Learning-Based Prediction of Operability for Friction Pendulum Isolators Under Seismic Design Levels. 29 - Kamila Bakenova, Oleksandr Kuznetsov, Aigul Shaikhanova, Davyd Cherkaskyi, Borys Khrushkov, Valentyn Chernushevych:
Delay-Driven Information Diffusion in Telegram: Modeling, Empirical Analysis, and the Limits of Competition. 30 - Jiabin Ye, Qiuyi Xin, Chu Zhang, Hengnian Qi:
TRACE: Topical Reasoning with Adaptive Contextual Experts. 31 - Genta Sugiyama, Tomonori Honda, Norihiro Itsubo:
Data-Driven Life-Cycle Assessment of Household Air Conditioners: Identifying Low-Carbon Operation Patterns Based on Big Data Analysis. 32 - Jinpeng Hu, Wei Wang, Yuxiao Liu, Jing Zhang:
Large Model in Low-Altitude Economy: Applications and Challenges. 33 - Zeinab Shahbazi, Sara Behnamian:
Using Large Language Models to Detect and Debunk Climate Change Misinformation. 34 - Dimitris Mitroulias, Spyros Sioutas:
A Systematic Review and Bibliometric Analysis of Automated Multiple-Choice Question Generation. 35 - Xue Li, Ying'an Cui:
Extracting Metasystem: A Novel Paradigm to Perceive Complex Systems. 36 - Kai Liu, Hangyu Xiong, Jinyi Zhang, Min Peng:
Unifying Aesthetic Evaluation via Multimodal Annotation and Fine-Grained Sentiment Analysis. 37 - Andrea Asperti, Alberto Naibo, Claudio Sacerdoti Coen:
Thinking Machines: Mathematical Reasoning in the Age of LLMs. 38
Volume 10, Number 2, 2026
- Nathan Hamill, Razi Iqbal:
Regression-Based Small Language Models for DER Trust Metric Extraction from Structured and Semi-Structured Data. - Chuan Zhan, Yang Zhou, Yanping Huang:
Research on Emerging Technology Identification Methods Based on a Knowledge Graph of High-Value Patents. - Zeyuan Li, Wei Li, Yuezhao Liu, Wenhao Li, Min Chen:
LLM4ATS: Applying Large Language Models for Auto-Testing Scripts in Automobiles. - Alghaliyah Alharbi, Hasan Mansur, Manahil Alfuraydan, Thabit Atobishi:
Assessing the Determinants of Behavioural Cybersecurity in Healthcare: A Study of Patient Health Application Users in Saudi Arabia. - Chunxia Wang, Qiuyu Zhang, Yingjie Hu, Huiyi Wei:
Distinguishability-Driven Voice Generation for Speaker Anonymization via Random Projection and GMM. - Mingzhe Zhou, Guanglei Meng, Biao Wang, Tiankuo Meng:
Fusing Dynamic Bayesian Network for Explainable Decision with Optimal Control for Occupancy Guidance in Autonomous Air Combat. - Andrea Fronzetti Colladon, Roberto Vestrelli:
Free Access to World News: Reconstructing Full-Text Articles from GDELT. - Leonidas Theodorakopoulos, Alexandra Theodoropoulou, Christos Klavdianos:
Big Data Analytics and AI for Consumer Behavior in Digital Marketing: Applications, Synthetic and Dark Data, and Future Directions. - Wenxuan Chen, Guoyun Zhong, Fan Diao, Peng Ding, Jianfeng He:
Lithology Identification from Well Logs via Meta-Information Tensors and Quality-Aware Weighting. - Xinghua Qin, Sizheng Liu, Mengmeng Zhang, Jun Tang, Yirun Ruan:
AMPS: A Direction-Aware Adaptive Multi-Scale Potential Model for Link Prediction in Complex Networks. - Omar Saad Almousa, Yahya M. Tashtoush, Anas M. R. Alsobeh, Plamen Z. Zahariev, Omar A. Darwish:
SiAraSent: From Features to Deep Transformers for Large-Scale Arabic Sentiment Analysis. - Georgii Gotin, Ekaterina Shumitskaya, Dmitriy S. Vatolin, Anastasia Antsiferova:
Improving Transferability of Adversarial Attacks via Maximization and Targeting from Image to Video Quality Assessment. - Vadim Voloshchuk, Yaroslav Melnik, Irina Safronenkova, Egor Lishchenko, Oleg O. Kartashov, Alexander Kozlovskiy:
Hybrid Method of Organizing Information Search in Logistics Systems Based on Vector-Graph Structure and Large Language Models. - Kehan Li, Zhenya Wang, Xin Tang, Heng You, Long Hu, Haidong Xie, Min Chen:
CCTD-MARL: Coupled Communication-Task Decoupling Framework for Multi-Agent Systems Under Partial Observability. - Martin Miciak, Dominika Toman, Milan Kubina, Tatiana Poljaková, Klaudia Ivanovic, Kvetoslava Simová, Anna Majchráková, Ivana Bystrická, Linda Kovácik, Tibor Furmánek:
Modern ICT Tools and Video Content in Athletes' Education - Inspiration from Corporate Learning and Development. - Tao Jin, Shiyao Liu, Baorong Yan, Xiang Jiang, Wei Guo, Yu Hua, Shougang Zhang, Lu Xu:
Research on Modeling Method of eLoran Signal Propagation Delay Prediction Model: Integrating Path-Weighted Meteorological Data and Propagation Delay Data in Long-Distance Scenarios. - Georgios P. Georgiou:
What Distinguishes AI-Generated from Human Writing? A Rapid Review of the Literature. - Yuezhao Liu, Wei Li, Yijie Wang, Ningtong Chen, Min Chen:
ISFJ-RAG: Interventional Suppression of Hallucinations via Counter-Factual Joint Decoding Retrieval-Augment Generation. - Mohammad Almseidin:
Enhancing the Artificial Rabbit Optimizer Using Fuzzy Rule Interpolation. - Xianming Yang, Qi Li, Chengdong Qian, Haitao Wang, Yonghui Wu, Wei Wang:
Bias Correction and Explainability Framework for Large Language Models: A Knowledge-Driven Approach. - Hai Yang, Hainan Chen, Chang Jiang, Juntao He, Pengyang Li:
PLTA-FinBERT: Pseudo-Label Generation-Based Test-Time Adaptation for Financial Sentiment Analysis. - Hongwei Li, Yongjun Wang:
Reliability of LLM Inference Engines from a Static Perspective: Root Cause Analysis and Repair Suggestion via Natural Language Reports. - Jinkun Li, Lingyu Sun, Minglu Zhang, Xinbao Li:
Underwater Visual-Servo Alignment Control Integrating Geometric Cognition Compensation and Confidence Assessment. - Yung-Hoh Sheu, Cheng-Yu Huang, Li-Wei Tai, Tzu-Hsuan Tai, Sheng K. Wu:
Skill Classification of Youth Table Tennis Players Using Sensor Fusion and the Random Forest Algorithm. - Stéphane Grumbach:
Cognitive Assemblages: Living with Algorithms. - Heba Helal, Mohamed A. Sharaf:
Efficient Time Series Visual Exploration for Insight Discovery. - Mohammad Shahin, Mazdak Maghanaki, F. Frank Chen:
Integration of Lean Analytics and Industry 6.0: A Novel Meta-Theoretical Framework for Antifragile, Generative AI-Orchestrated, Circular-Regenerative, and Hyper-Connected Manufacturing Ecosystems. - Jovita Urnikiene, Vaida Steponaviciene, Svetoslav Atanasov:
Comparative Read Performance Analysis of PostgreSQL and MongoDB in E-Commerce: An Empirical Study of Filtering and Analytical Queries.
Volume 10, Number 3, 2026
- Kazuki Kodaki, Minoru Sasaki:
Validating the Effectiveness of Fine-Tuning for Semantic Classification of Japanese Katakana Words: An Analysis of Frequency and Polysemy Effects on Accuracy. - Sheng Yang, Shengyuan Li, Yuan Fu, Wei Jiang, Wenlong You, Min Chen:
An Intelligent Simulation Training System for Power Grid Control and Operations. - Maikel León:
Generative AI as a General-Purpose Technology: Foundations, Applications, and Labor Market Implications Through 2030. - Danying Zhang, Yixin Liu, Jie Zhao, Cai Xu:
TransGoT: Structured Graph-of-Thoughts Reasoning for Machine Translation with Large Language Models. - Yida Bao, Mohammad Arifuzzaman, Duc Tran Le, Tao Jiang, Jing Hou, Yuan Xing, Dongfang Hou:
A Convergent Method for Energy Optimization in Modern Hopfield Networks. - Michalis Pingos, Artemis Photiou, Andreas S. Andreou:
Automating Data Product Discovery with Large Language Models and Metadata Reasoning. - Yujie Liu, Zhenyang Dong, Yante Li, Guoying Zhao:
Building Prototype Evolution Pathway for Emotion Recognition in User-Generated Videos. - Nikitas Gerolimos, Vasileios Alevizos, Georgios Priniotakis:
Data-Driven Ergonomic Load Dynamics for Human-Autonomy Teams. - Tanmay Sunil Hatkar, Abhinav Pandey, Saad B. Ahmed:
Evaluating Architecture Scalability and Transfer Learning in Urban Scene Segmentation Using Explainable AI. - Aminu Musa, Rajesh Prasad, Peter Onwualu, Monica Hernandez:
A Systematic Review of Cross-Population Shifts in Medical Imaging Analysis with Deep Learning. - Manlika Seefong, Panuwat Wisutwattanasak, Kestsirin Theerathitichaipa, Pattarawadee Prasomsab, Nisa Dackuntod, Thanapong Champahom, Rattanaporn Kasemsri:
Exploring Public Health Perspectives on Travel Behavior Using a Machine Learning Approach: Thailand Case Study. - Mohammad Hadi Sepanj, Benyamin Ghojogh, Saed Moradi, Paul W. Fieguth:
Kernel VICReg for Self-Supervised Learning in Reproducing Kernel Hilbert Space. - Volodymyr Dubetskyy, María-Dolores Cano:
Feasibility Study of CUDA-Accelerated Homomorphic Encryption and Benchmarking on Consumer-Grade and Embedded GPUs. - Abu Anas Ibn Samad, Tanvir Ahmed, Md. Nazmul Huda:
Effective Flow Ratio: A Novel Efficiency Metric for Heterogeneous Traffic in a Signalized Urban Intersection with Aerial Computer Vision. - Chongwen Tian, Rong Li:
Predicting Bond Defaults in China: A Double-Ensemble Model Leveraging SMOTE for Class Imbalance. - Xiyun Yang, Han Chen, Xiangjun Li, Xiaoyu Liu:
Carbon Price Forecasting via a CNN-BiLSTM Model Integrating VMD and Classified News Sentiment. - Giuseppe Ciaburro, Virginia Puyana-Romero:
Sound Event Detection in Smart Cities: A Systematic Review of Methods, Datasets, and Applications. - Zoltán Mészáros, M. A. Hannan Bin Azhar, Tasmina Islam, Soumya Kanti Manna:
Home-Based Telerehabilitation Through a Modular, Sensor-Integrated Virtual Monitoring System. - Patrick Steinert, Stefan Wagenpfeil, Ingo Frommholz, Matthias L. Hemmje:
A Reference Model for the Analysis and Indexing of Metaverse Recordings for Information Retrieval. - Cheng Lang Gao, Yanying Mao, Guowang Li, Honghui Chen:
SBT-Rec: A Structured Behavioral Tokenization Framework for LLM-Based Sequential Recommendation. - Junyi Jiang, Dong Li, Qingyi Yang, Zhenhua Zhang, Lei Wang, Wenru Zhao, Mingliang Chen:
An Intelligent Evaluation Method for Slope Stability Based on a Database Integrating Real Cases and Numerical Simulations. - Saule Kudubayeva, Yernar Seksenbayev, Aigerim Yerimbetova, Elmira Daiyrbayeva, Bakzhan Sakenov, Duman Telman, Mussa Turdalyuly:
Unified Visual Synchrony: A Framework for Face-Gesture Coherence in Multimodal Human-AI Interaction. - Elena Ryumina, Alexandr Axyonov, Mikhail Dolgushin, Dmitry Ryumin, Alexey Karpov:
DEPART: Multi-Task Interpretable Depression and Parkinson's Disease Detection from In-the-Wild Video Data. - Abheek Pradhan, Sana Alamgeer, Rakesh Suvvari, Syed Tousiful Haque, Anne H. H. Ngu:
Dual-Stream Transformer with Kalman-Based Sensor Fusion for Wearable Fall Detection. - Gang Cheng, Hailin Pei, Xiaokang Chen, Xiaorong Pang, Renzheng Sun:
Data-Driven Cognitive Early Warning for Goaf Spontaneous Combustion: An Edge-Deployed RBF Network with Real-Time Multisensor Analytics. - Bobur Saidov, Vladimir B. Barakhnin, Rakhmon Saparbaev, Zayniddin Narmuratov, Rustamova Manzura, Ruzmetova Zilolakhon, Anorgul Atajanova:
A Hybrid NER-Sentiment Model for Uzbek Texts: Integrating Lexical, Deep Learning, and Entity-Based Approaches. - Phumudzo Lloyd Seabe, Claude Rodrigue Bambe Moutsinga, Maggie Aphane:
Uncertainty-First Forecasting of the South African Equity Market Using Deep Learning and Temporal Conformal Prediction. - Abdussalam Elhanashi, Siham Essahraui, Pierpaolo Dini, Davide Paolini, Qinghe Zheng, Sergio Saponara:
Generative AI and the Foundation Model Era: A Comprehensive Review. - Wenxi Sheng, Chi Wei, Yinuo Zhang, Bowen Zhang, Jingyun Sun:
A Dynamic Prompt-Based Logic-Aided Compliance Checker. - Sera Kim, Youngjun Kim, Jaewon Lee, Dalwon Jang:
Hybrid Music Similarity with Hypergraph and Siamese Network. - Awwal Ahmed, Anthony Rispoli, Carrie Wasieloski, Ifrah Khurram, Rafael Zamora-Resendiz, Destinee Morrow, Aijuan Dong, Silvia Crivelli:
Predicting Mortality and Readmission in Obstructive Sleep Apnea via LLM-Expanded Clinical Concepts. - Md Jahangir Alam Khondkar, Ajan Ahmed, Stephanie Schuckers, Masudul Haider Imtiaz:
A Comparative Analysis of Deep-Learning-Based Speech Enhancement Models: Assessing Biometric Speaker Verification in Real-World Noisy Environments. - Oraya Sooknit, Jakkarin Suksawatchon, Ureerat Suksawatchon:
A Multi-Feature Transition-Aware Framework for Next POI Recommendation.
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