Big Data and Cognitive Computing

Applications of Artificial Intelligence and Data Management in Data Analysis

edited by

, Le Gruenwald, Elio Masciari and Laurent D'Orazio

submission deadline 30 Sep 2026 | 2 articles | Viewed by 6067 | Submission Open

Keywords: artificial intelligence (AI); data management; data analysis; machine learning; data governance; predictive analytics; data quality; data visualization; data mining

(This special issue belongs to the Section Big Data)

Machine Learning and Image Processing: Applications and Challenges

edited by

Balazs Harangi

submission deadline 30 Sep 2026 | 3 articles | Viewed by 4817 | Submission Open

Keywords: machine learning; image processing; deep learning; medical imaging; agricultural image analysis; engineering applications; computer vision; data annotation; pattern recognition; artificial intelligence

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

Cognitive Computing for Image, Signal, and Biomedical Applications

edited by

Qingli Li

,

Yan Wang

, Qing Zhang and

Qian Wang

submission deadline 30 Sep 2026 | 2 articles | Viewed by 1632 | Submission Open

Keywords: image and signal processing; signal modeling and identification; informatics; interdisciplinary research

(This special issue belongs to the Section Cognitive System)

Application of Machine and Deep Learning in Cyber-Physical Systems (CPSs)

edited by

,

,

,

, Dahai Liu, Prashant Shekhar and Hong Liu

submission deadline 30 Sep 2026 | 1 articles | Viewed by 1192 | Submission Open

Keywords: cyber-physical systems (CPSs); Internet of Things; data-driven applications; explainable AI; self-learning adaptive systems; trustworthy machine learning; efficient learning

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

Data Science Empowers Intelligent Systems: Theories and Applications

edited by

Junwei Yan

submission deadline 30 Sep 2026 | 1 articles | Viewed by 975 | Submission Open

Keywords: big data; intelligent system; data theory; interdisciplinary application; artificial intelligence; knowledge graph

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

Evolutionary Computation and Artificial Intelligence: Building a Sustainable Future for Smart Cities

edited by Changjun Zhou and

Zhichao Pan

submission deadline 15 Oct 2026 | 6 articles | Viewed by 10797 | Submission Open

Keywords: Internet of Things (IoT); 6G communication; evolutionary computation; real-time data stream processing and optimization; edge computing optimization; AI-driven analytics; distributed computing and resource scheduling; network slicing technology; privacy protection mechanisms; heterogeneous network collaboration

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

Natural Language Processing Applications in Big Data

edited by Xingyi Song, Ye Jiang and

Yunfei Long

submission deadline 22 Oct 2026 | 9 articles | Viewed by 33606 | Submission Open

Keywords: natural language processing; low-resource languages; NLP applications; interpretability; large language model; sentiment analysis

Intelligent Communication and Sensor Networks for Advanced Signal Processing

edited by Yibeltal Chanie Manie and Hayle Stotaw Talbachew

submission deadline 23 Oct 2026 | 1 articles | Viewed by 1574 | Submission Open

Keywords: intelligent sensor networks; intelligent communication systems; advanced signal processing; artificial intelligence (AI); machine learning and deep learning; edge and fog computing; free space optics (FSO) communication; 5G/6G communication and Internet of Things (IoT); smart communication protocols; energy-efficient sensing systems; autonomous and adaptive sensor networks; smart cities and industrial monitoring; intelligent signal processing; smart sensing networks; structural health monitoring; predictive maintenance

(This special issue belongs to the Section Cognitive System)

Perspectives and Applications of Multimodal Artificial Intelligence and Big Data

edited by

Maria Chiara Caschera

and

Francesca Cordella

submission deadline 25 Oct 2026 | 3 articles | Viewed by 4327 | Submission Open

Keywords: multimodal AI; artificial intelligence; data analysis; human-robot interaction

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

Recent Trends and Applications of Data Science in Social Network

edited by

Fabrizio Messina

submission deadline 27 Oct 2026 | 1 articles | Viewed by 2998 | Submission Open

Keywords: data science; data analytics; social sciences; social networks; data mining; AI-based data analytics; agent-based data-driven applications; data-driven architecture; data science protocols

(This special issue belongs to the Section Big Data)

Scalability and Interoperability in the Artificial Intelligence of Things

edited by

Cristian González García

submission deadline 28 Oct 2026 | 1 articles | Viewed by 2119 | Submission Open

Keywords: AIoT; 5G networks; artificial intelligence (AI); Internet of Things (IoT); edge computing; scalability; interoperability; network optimization

(This special issue belongs to the Section Big Data)

Beyond Diagnosis: Machine Learning in Prognosis, Prevention, Healthcare, Neurosciences, and Precision Medicine

edited by

Cristian Randieri

, Giuseppe Tradigo,

Riccardo Pecori

and Jakub Mieczkowski

submission deadline 1 Nov 2026 | 8 articles | Viewed by 17763 | Submission Open

Keywords: personalized medicine; medical imaging; predictive modeling in healthcare; bioinformatics; genomics; clinical decision support; healthcare data analytics; machine learning in drug discovery; machine learning simulations; interpretable machine learning; health informatics; patient monitoring; ethical issues in medical AI; ML in psychology; psychological support; remote treatment; ML in neurosciences

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

Multimodal Learning for Open-World Environments

edited by

Guosen Xie

and Fang Zhao

submission deadline 2 Nov 2026 | Viewed by 420 | Submission Open

Keywords: multimodal learning; large vision-language models; multimodal systems; open-domain; open-world

(This special issue belongs to the Section Big Data)

Applied Artificial Intelligence for Distributed Industrial Systems—Edge–Cloud Intelligence and Time Series Forecasting

edited by

Andreas Fischer

,

Andreas Kassler

,

Bestoun S. Ahmed

and

Carlos Enrique Palau Salvador

submission deadline 26 Nov 2026 | Viewed by 688 | Submission Open

Keywords: multivariate time-series forecasting; federated and split learning; edge intelligence and edge–cloud continuum architectures; distributed LLM inference for industrial AI; high-volume and high-frequency data processing; multivariate anomaly detection; data stream classification; explainable and trustworthy AI in industrial settings

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

Enhancement Optimization Techniques on Large Language Model

edited by Shanjiang Tang

submission deadline 30 Nov 2026 | 1 articles | Viewed by 2359 | Submission Open

Keywords: efficient AI; model compression reasoning enhancement ; parameter-efficient fine-tuning (PEFT) ; AI alignment ; retrieval-augmented generation (RAG)

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

Artificial Intelligence-Driven Analysis of Big Health Data

edited by

Ziyu Jia

and Hengguan Huang

submission deadline 30 Nov 2026 | 1 articles | Viewed by 1153 | Submission Open

Keywords: artificial intelligence; big health data; machine learning; predictive analytics; health informatics; deep learning; electronic health records; precision medicine; data privacy; biomedical data

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

Smart Manufacturing in the AI Era

edited by

Jeong Hoon Ko

submission deadline 3 Dec 2026 | 4 articles | Viewed by 8600 | Submission Open

Keywords: smart manufacturing; advanced manufacturing; autonomous manufacturing; artificial intelligence; machine learning; intelligent systems; data-driven; Industry 4.0 and Industry 5.0

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

Reasoning for Safety in Artificial Intelligence: Optimisation, Multi-Agent Systems, and Trustworthy Inference

edited by Leonardo Ranaldi

submission deadline 3 Dec 2026 | Viewed by 449 | Submission Open

Keywords: reasoning in AI; multi-agent systems; agentic AI; safety and oversight; optimisation-based reasoning; dialectical argumentation; trustworthy AI; weak-to-strong supervision; reasoning evaluation; explainability and verification

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

Next-Generation Medical Image Analysis: Multimodal, Decentralized, Fair and Reasoning-Centric Approaches

edited by

Md Mostafa Kamal Sarker

and Pramit Saha

submission deadline 18 Dec 2026 | 1 articles | Viewed by 1336 | Submission Open

Keywords: medical image analysis; agentic AI; multimodal learning; vision-language models; large language models; large reasoning models; clinical explainability and reasoning; fairness; reliable and trustworthy AI; uncertainty; interpretability; human–AI collaboration; federated learning

(This special issue belongs to the Section Cognitive System)

Sentiment Analysis in the Context of Big Data

edited by

Fei Liu

submission deadline 29 Dec 2026 | 2 articles | Viewed by 1914 | Submission Open

Keywords: transformer; large language models (LLM); aspect-based analysis; predictive analysis; data processing

(This special issue belongs to the Section Cognitive System)

Artificial Intelligence Models and Cognitive Computing: Innovations from Algorithms to Intelligent Systems

edited by Xin Su and Zhiquan Bai

submission deadline 31 Dec 2026 | 4 articles | Viewed by 3501 | Submission Open

Keywords: artificial intelligence (AI); cognitive computing; large models/foundation models; multimodal learning; neuro-symbolic reasoning; reinforcement learning; generative artificial intelligence (Generative AI); edge and cloud intelligence; explainable artificial intelligence (XAI); trustworthy and human-centered AI

(This special issue belongs to the Section Cognitive System)

Advances in Natural Language Processing and Text Mining: 2nd Edition

edited by

Zuchao Li

and

Min Peng

submission deadline 31 Dec 2026 | 2 articles | Viewed by 2919 | Submission Open

Keywords: natural language processing; text mining; deep learning; large language models; information retrieval; entity linking; relation extraction; multimodal NLP; low-resource NLP; NLP and text mining for social good

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

Artificial Intelligence and Digital Twin Technologies for Smart and Sustainable Built Environments

edited by

Woubishet Zewdu Taffese

submission deadline 31 Dec 2026 | Viewed by 456 | Submission Open

Keywords: artificial intelligence; digital twin; Internet of Things (IoT); big data analytics; machine learning; cognitive computing; smart cities; structural health monitoring; predictive maintenance; sustainable built environment

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

Internet Intelligence for Cybersecurity

edited by

Hui Tian

submission deadline 5 Jan 2027 | 4 articles | Viewed by 8769 | Submission Open

Keywords: artificial intelligence; machine learning; cybersecurity; data privacy; blockchain technology; steganography; steganalysis; information hiding; digital watermarking; multimedia security

(This special issue belongs to the Section Big Data)

Natural Language Processing and Text Analysis in Social Media

edited by Dumitru-Clementin Cercel

submission deadline 6 Jan 2027 | 3 articles | Viewed by 2363 | Submission Open

Keywords: big data; social media; natural language processing; deep learning; text mining; multimodal systems

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

Next-Generation Security Schemes and Models for IoT-Enabled Smart Environments

edited by

Maurizio Giacobbe

, Max Talanov and

Giuseppe Tricomi

submission deadline 10 Jan 2027 | Viewed by 763 | Submission Open

Keywords: detection; context-aware security; cybersecurity in smart applications; edge and fog computing security; IoT security; lightweight cryptography; privacy-preserving systems; security and privacy in cloud-edge continuum; security and resilience quantification; zero-trust architecture

(This special issue belongs to the Section Big Data)

AI and Data Science in Sports Analytics

edited by

Vangelis Sarlis

and

Christos Tjortjis

submission deadline 15 Jan 2027 | 6 articles | Viewed by 14411 | Submission Open

Keywords: sports analytics; big data in sports; machine learning; performance optimization; injury prevention; predictive modeling; wearable technology; game strategy analysis; AI in sports; sports forecasting

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

Artificial Intelligence Techniques for Audio, Image, and Multisensory Signal Processing

edited by

Giuseppe Ciaburro

submission deadline 27 Jan 2027 | 2 articles | Viewed by 4779 | Submission Open

Keywords: artificial intelligence; signal processing; audio processing; image processing; multisensory data; deep learning; multimodal fusion; machine learning; computer vision; acoustic analysis

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

Multimodal Deep Learning and Its Applications

edited by Ping Hu,

Jie Zou

and Lu Zhang

submission deadline 31 Jan 2027 | 3 articles | Viewed by 11913 | Submission Open

Keywords: multimodal deep learning; multimodal large language models; multimodal recommendation; cross-modal retrieval; graph representation learning; multimodal data fusion

(This special issue belongs to the Section Cognitive System)

Large Language Models for Cutting Edge Applications in Science and Humanities

edited by

Rohitash Chandra

submission deadline 31 Jan 2027 | 2 articles | Viewed by 3965 | Submission Open

Keywords: LLMs; domain-specific tasks; natural language processing; model training; language models; ethics and data transparency

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

Data-Centric and Trustworthy AI for Biomedical Signal and Image Analysis

edited by Yizhe Zhang

submission deadline 31 Jan 2027 | Viewed by 290 | Submission Open

Keywords: data-centric AI; biomedical signal processing; medical image analysis; self-supervised learning; weak supervision; robustness to dataset shift; uncertainty quantification; quality assessment; privacy-preserving learning; federated learning

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

Application of Cloud Computing in Industrial Internet of Things—2nd Edition

edited by

Muhammad Kazim

, Mujeeb Ur Rehman and

Stefan Kuhn

submission deadline 5 Feb 2027 | 1 articles | Viewed by 2200 | Submission Open

Keywords: cloud computing; internet of things; industrial internet of things; security and privacy; big data analytics; machine learning; digital twins; supply chain optimisation; smart manufacturing and robotics; blockchain; edge computing

Large Language Models and Their Limitations

edited by Samira Zad

submission deadline 15 Feb 2027 | 5 articles | Viewed by 3236 | Submission Open

Keywords: large language models; natural language processing; big data analytics; cognitive computing; model bias; hallucination; explainable AI; ethical AI

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

Advanced Software and Machine Learning Techniques for System Architectures and Big Data

edited by

Yan Qiao

and

Francesco Cauteruccio

submission deadline 26 Feb 2027 | 6 articles | Viewed by 11800 | Submission Open

Keywords: machine learning; system architectures; big data; software engineering; artificial intelligence (AI); distributed systems; cloud and edge computing; anomaly detection; adaptive systems; intelligent analytics

(This special issue belongs to the Section Big Data)

AI-Driven Pattern Recognition for Next-Generation Biometrics

edited by Claudio De Stefano,

Tiziana D’Alessandro

and

Emanuele Nardone

submission deadline 26 Feb 2027 | Viewed by 400 | Submission Open

Keywords: artificial intelligence; biometrics; pattern recognition; cognitive computing; multi-modal fusion; security and spoof detection; IoT and smart environments; privacy-preserving authentication

Enabling the Low-Altitude Economy with AI and 6G Integrated Networks

edited by Zhuo Sun and Wenbin Guo

submission deadline 28 Feb 2027 | 1 articles | Viewed by 990 | Submission Open

Keywords: artificial intelligence (AI); 6G networks; integrated air–ground networks; machine learning; network automation; edge intelligence; low-altitude economy; semantic communications; resource management; digital twin

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

AI and Blockchain for Trustworthy Social Computing

edited by

Yin Zhang

, Tianqing Zhu and

Ranran Wang

submission deadline 24 Mar 2027 | 1 articles | Viewed by 1405 | Submission Open

Keywords: social computing; information cascade prediction; decentralized social networks (DeSoc); misinformation detection; content provenance tracking; dynamic graph learning

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

Intelligent Localization and Navigation Systems: AI, Sensing and IoT Integration

edited by

Cristian González García

,

Santosh Subedi

and

Jae-Young Pyun

submission deadline 26 Mar 2027 | Viewed by 433 | Submission Open

Keywords: indoor localization; sensor fusion; edge AI; IoT navigation; machine learning; smart environments; positioning systems; wireless sensing; multimodal sensing; semantic mapping; context-aware navigation; V-SLAM; explainable AI

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

Big Data and Cognitive Computing in 2026

edited by

Min Chen

,

Giancarlo Fortino

and Wenjing Xiao

submission deadline 31 Mar 2027 | 3 articles | Viewed by 3325 | Submission Open

Keywords: large language models; multimodal learning; explainable AI; edge computing; privacy-preserving computing; knowledge graphs; embodied intelligence; blockchain; agentic AI; big data; cloud computing; machine learning; deep learning; cognitive computing; IoT; data mining; human-machine interaction; digital twin

Financial Time Series Analysis and Forecasting in the Big Data Era

edited by

Cuong Nguyen

and Bo Qin

submission deadline 31 Mar 2027 | 2 articles | Viewed by 1533 | Submission Open

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

(This special issue belongs to the Section Big Data)

Deep Learning for Advanced Visual Representation and Analysis

edited by

Guangyao Li

submission deadline 31 Mar 2027 | 1 articles | Viewed by 1052 | Submission Open

Keywords: deep learning; visual representation; computer vision; domain generalization; neural network architecture; image feature extraction; multimodal information fusion

Machine Learning Applications for Big Data Analysis

edited by

Juyoung Song

submission deadline 6 Apr 2027 | 1 articles | Viewed by 750 | 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 | 2 articles | Viewed by 976 | 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 5394 | 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)

Big Data Analytics and Business Model Innovation: Toward an Integrative View

edited by Arash Najmaei Lonbani, Zahra Sadeghinejad and

Rao Mikkilineni

submission deadline 28 Apr 2027 | Viewed by 1372 | Submission Open

Keywords: big data analytics (BDA); cognitive computing; artificial intelligence (AI) and machine learning (ML); business model innovation (BMI); data-driven decision-making; explainable AI (XAI); digital transformation; algorithmic governance; sustainable digital ecosystems; ethical AI and data privacy

(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 | 1 articles | Viewed by 282 | 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)

Artificial Intelligence and Big Data Analytics for Sustainable Healthcare Systems

edited by

Carlos Fernández-Basso

and Andrea Morales-Garzón

submission deadline 30 Apr 2027 | 3 articles | Viewed by 2620 | Submission Open

Keywords: big data analytics in healthcare; cognitive computing; health informatics; large language models (LLMs); autonomous AI Agents; multi-agent systems; machine learning and deep learning; predictive modelling; responsible and explainable AI; electronic health records; clinical decision support; multimodal data integration; sustainable healthcare systems; environmental and population health data

(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 293 | 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 | 2 articles | Viewed by 930 | 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)

Application of Pattern Recognition and Machine Learning

edited by

María del Carmen Pegalajar Jiménez

and

Luis G. Baca Ruiz

submission deadline 31 May 2027 | 7 articles | Viewed by 5637 | Submission Open

Keywords: pattern recognition; machine learning; deep learning; self‑supervised learning; explainability; interpretability; few‑shot learning; transfer learning; anomaly detection; time‑series analysis; multimodal fusion; graph learning; federated learning; artificial neural networks; analytics

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

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