Big Data and Cognitive Computing

Big Data and Cognitive Computing publishes Special Issues to create collections of papers on specific topics, with the aim of building a community of authors and readers to discuss the latest research and develop new ideas and research directions. Special Issues are led by Guest Editors, who are experts on the topic and all Special Issue submissions follow MDPI's standard editorial process. The journal’s Editor-in-Chief and/or designated Editorial Board Member will oversee Guest Editor appointments and Special Issue proposals, checking their content for relevance and ensuring the suitability of the material for the journal. The papers published in a Special Issue will be collected and displayed on a dedicated page of the journal’s website. Further information on MDPI's Special Issue policies and Guest Editor responsibilities can be found here. For any inquiries related to a Special Issue, please contact the Editorial Office.

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Financial Time Series Analysis and Forecasting in the Big Data Era

edited by

Cuong Nguyen

and Bo Qin

submission deadline 31 Mar 2027 | 1 articles | Viewed by 850 | Submission Open

Keywords: big data; large-scale forecasting; alternative data; volatility; risk; optimization; quantum

(This special issue belongs to the Section Big Data)

Machine Learning Applications for Big Data Analysis

edited by

Juyoung Song

submission deadline 6 Apr 2027 | Viewed by 274 | Submission Open

Keywords: machine learning; big data; artificial intelligence; data mining; data analysis

(This special issue belongs to the Section Big Data)

Theories and Applications on Data Mining in Graph Neural Networks

edited by Vikas Palakonda and Samira Ghorbanpour

submission deadline 21 Apr 2027 | 1 articles | Viewed by 420 | Submission Open

Keywords: graph neural networks; data mining; graph representation learning; knowledge graphs; anomaly detection; dynamic graph learning; heterogeneous graphs; scalable graph algorithms; graph-based recommendation systems; explainable GNNs

(This special issue belongs to the Section Data Mining and Machine Learning)

Application of Digital Technology in Financial Development

edited by

Wei Li

and

Michael C. S. Wong

submission deadline 28 Apr 2027 | 1 articles | Viewed by 4640 | Submission Open

Keywords: artificial intelligence; big data analytics; digital technology; fintech innovation; blockchain; cloud computing; cybersecurity; decentralized finance; digital currencies; financial development

(This special issue belongs to the Section Big Data)

AI-Empowered Modelling: Optimization, Scheduling, and Forecasting

edited by

Wei-Chiang Hong

and Ming-Wei Li

submission deadline 29 Apr 2027 | Viewed by 201 | Submission Open

Keywords: AI-based forecasting modelling methods; intelligent computing mechanism; knowledge-based modelling methods; meta-heuristic algorithms; marine scheduling and ship motion forecasting

(This special issue belongs to the Section Artificial Intelligence and Multi-Agent Systems)

Wearable Technologies for Digital Health: Sensors, Analytics, and Applications

edited by

Charles A. Odonkor

, James S. Khan and

Bian Yang

submission deadline 12 May 2027 | Viewed by 211 | Submission Open

Keywords: wearable sensors; digital health; remote patient monitoring; digital biomarkers; machine learning; physiological sensing; neuromodulation; rehabilitation technology; mHealth/mobile health; data analytics

(This special issue belongs to the Section Big Data)

Machine Learning and Artificial Intelligence for Multimedia and Image Understanding

edited by

Liguo Zhang

and Jianguo Sun

submission deadline 28 May 2027 | 1 articles | Viewed by 449 | Submission Open

Keywords: multimedia understanding; image understanding; deep learning for visual recognition; video understanding and activity recognition; multimodal learning; generative AI for multimedia; self-supervised and few-shot learning; large-scale multimedia analytics; medical image analysis; autonomous driving and scene understanding

(This special issue belongs to the Section Data Mining and Machine Learning)

Applications of Natural Language Processing in Information Processing

edited by

Nouh Alhindawi

and

Jamal Alsakran

submission deadline 31 May 2027 | Viewed by 264 | Submission Open

Keywords: natural language processing (NLP); information extraction; semantic search; text classification; topic modeling; large language models; explainable AI for NLP

(This special issue belongs to the Section Large Language Models and Embodied Intelligence)

Artificial Intelligence and Human–Computer Interaction: Foundations, Innovations and Applications for Healthcare and Personalized Systems

edited by Bangli Liu, Tongxue Zhou and

Junyi Wang

submission deadline 31 May 2027 | Viewed by 199 | Submission Open

Keywords: personalized human activity recognition; healthcare AI; human–robot interaction; wearable sensors; multimodal data fusion; adaptive systems; explainable AI; privacy-preserving learning; assistive robotics; smart healthcare; medical imaging

(This special issue belongs to the Section Artificial Intelligence and Multi-Agent Systems)

Big-Data Learning Analytics for Online Higher Education

edited by

Eyal Eckhaus

submission deadline 14 Jun 2027 | Viewed by 163 | Submission Open

Keywords: big data; learning analytics; online higher education; educational data mining; artificial intelligence in education; predictive analytics; student engagement; personalized learning; cognitive computing

(This special issue belongs to the Section Big Data)

Text Mining and Big Data Analysis

edited by

Tsunenori Mine

submission deadline 16 Jun 2027 | 1 articles | Viewed by 786 | Submission Open

Keywords: text and data mining; big data analysis; multi-modal analysis; natural language processing; machine learning; deep learning; large language model; vision language model

(This special issue belongs to the Section Data Mining and Machine Learning)

AI-Driven Smart Manufacturing and Industry 4.0: Technologies, Systems, and Applications

edited by

F. Frank Chen

and Mohammad Shahin

submission deadline 30 Jun 2027 | 1 articles | Viewed by 518 | Submission Open

Keywords: Artificial Intelligence (AI); smart manufacturing; Industry 4.0; Industrial Internet of Things (IIoT); digital twins

Deep Learning in Sensor Networks and Real-Time and Embedded Applications

edited by Di Liu and Shengfa Miao

submission deadline 30 Jun 2027 | 1 articles | Viewed by 323 | Submission Open

Keywords: deep learning; embedded systems; real-time systems; edge AI; sensor networks; TinyML; Internet of Things (IoT); hardware-aware ai; embedded intelligence; energy-efficient computing

(This special issue belongs to the Section Data Mining and Machine Learning)

Machine Learning for Autonomous Systems

edited by Zhang-Hua Fu, Yan Jin and Qing Zhou

submission deadline 22 Jul 2027 | Viewed by 48 | Submission Open

Keywords: autonomous systems; machine learning; cognitive computing; embodied intelligence; data mining; recommendation systems; multimodal fusion; multi-agent systems; planning and scheduling

(This special issue belongs to the Section Artificial Intelligence and Multi-Agent Systems)

Cognitive Computing and Machine Learning for Big Data: Perception, Reasoning, and Privacy Preservation

edited by

Xiaozhang Liu

, Anli Yan, Hanmeng Liu and

Francesco Cauteruccio

submission deadline 30 Jul 2027 | Viewed by 189 | Submission Open

Keywords: big data analytics; cognitive computing; machine learning; object detection; image segmentation; logical reasoning; privacy-preserving machine learning; cryptographic protocols; federated learning; deep learning

(This special issue belongs to the Section Big Data)

Big Data Analytics and Mining for Information Retrieval

edited by

Ida Mele

submission deadline 30 Jul 2027 | Viewed by 154 | Submission Open

Keywords: big data analytics; data mining; deep learning; information retrieval; web search; semantic search; social media analytics; recommendation systems; digital libraries; biomedical informatics

(This special issue belongs to the Section Big Data)

AI-Driven Educational Technologies: Integrating Cognitive Computing and Big Data for Learning Analytics

edited by

Zhi Liu

Bingshu Wang

and Kaili Lu

submission deadline 31 Aug 2027 | Viewed by 180 | Submission Open

Keywords: artificial intelligence in education (AIEd); cognitive computing; educational big data; learning analytics; educational large language models (LLMs); intelligent tutoring systems; adaptive learning; higher-order thinking skills

(This special issue belongs to the Section Cognitive System)

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