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Information 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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Intelligent Image Processing by Deep Learning, 2nd Edition

edited by Dongming Zhou and Haiyan Li

submission deadline 6 Feb 2027 | 4 articles | Viewed by 10579 | Submission Open

Keywords: image processing; image inpainting; image analysis; information processing; information analysis; computer vision; deep learning; machine learning; application and case studies; intelligent image processing system; multimodal target monitoring and tracking; multimodal image fusion; Artificial Intelligence

(This special issue belongs to the Section Information Processes)

Surveys in Information Systems and Applications

edited by

Marcin Paprzycki

Robin Haunschild

Giorgio Maria Di Nunzio

Vasco N. G. J. Soares

Paulo Quaresma

and

Luigi Laura

submission deadline 28 Feb 2027 | 6 articles | Viewed by 44212 | Submission Open

Keywords: survey papers; information systems; information applications; information intelligence; information processes; information technology

(This special issue belongs to the Section Review)

Computer Vision Based on Artificial Intelligence: Methods and Applications

edited by

Wei Tang

and Zheng Wang

submission deadline 28 Feb 2027 | 1 articles | Viewed by 515 | Submission Open

Keywords: artificial intelligence; computer vision; deep learning; image and video analysis; multimodal learning; visual representation learning; vision-based applications

(This special issue belongs to the Section Artificial Intelligence)

Data Analytics and Machine Learning in Smart Energy Systems

edited by

Nikolaos K. Sifakis

and

Fotios D. Kanellos

submission deadline 28 Feb 2027 | Viewed by 430 | Submission Open

Keywords: smart energy systems; data analytics; machine learning; forecasting (load/renewables); fault detection and diagnostics; predictive maintenance; federated learning and privacy; explainable AI and trustworthy AI

(This special issue belongs to the Section Artificial Intelligence)

Next-Generation Decision Support Systems: AI, ML and Generative Models

edited by George A. Krimpas and Maria Rigou

submission deadline 28 Feb 2027 | Viewed by 220 | Submission Open

Keywords: machine learning (ML); artificial intelligence (AI); generative AI (GenAI); decision support systems (DSS); intelligent decision-making; human– AI interaction (HAI); explainable AI (XAI); fuzzy cognitive maps (FCM); hybrid ML– MCDM models; reinforcement learning for decision support; predictive analytics; data-driven decision-making; adaptive user interfaces; algorithmic marketing; interactive decision systems; emergent AI applications; organizational intelligence systems; cognitive and socio-technical decision processes

(This special issue belongs to the Section Artificial Intelligence)

From Data to Diagnosis: Recent Advances of Machine Learning in Biomedical and Health Informatics, 2nd Edition

edited by

Haifeng Wang

, Norma B. Ojeda and

Lu He

submission deadline 28 Feb 2027 | Viewed by 173 | Submission Open

Keywords: machine learning; biomedical informatics; health informatics; predictive modeling; image processing; telehealth solutions

(This special issue belongs to the Section Biomedical Information and Health)

Information Tools for Resilient and Sustainable Systems

edited by

Maria Luisa Villani

and

Antonio De Nicola

submission deadline 28 Feb 2027 | Viewed by 136 | Submission Open

Keywords: safety and security assessment of complex systems; multi-sensor data fusion for safety-critical applications; information tools for local digital twins; model-based engineering of safety-critical systems; semantic sensor networks for resilience and sustainability; ontologies and knowledge graphs for resilience and sustainability analysis; predictive monitoring of critical infrastructures; simulation tools for energy transition and smart mobility systems; AI for resilience and sustainability assessment; safety and security of AI applications; modeling and simulation of complex cyber-socio-technical systems; big data analytics for risk and resilience management; WebGIS and data-driven interfaces for risk communication and decision support; RAG-based applications for resilience engineering; water resource management with AI; sustainable manufacturing with AI; AI-driven pollution monitoring; AI and energy; AI and transportation; virtual testbeds for resilience and sustainability analysis

(This special issue belongs to the Section Information Systems)

Intelligent Interaction in Cultural Heritage—2nd Edition

edited by

Markos Konstantakis

and

George Caridakis

submission deadline 28 Feb 2027 | Viewed by 102 | Submission Open

Keywords: emerging technologies in cultural heritage; personalization and recommendation systems in cultural heritage; AR/VR in cultural heritage; 3D modeling for cultural heritage; artificial intelligence in cultural heritage; affective computing in cultural heritage; machine learning for cultural applications; human– computer interaction in cultural heritage; digital heritage technologies; intelligent systems for museums

(This special issue belongs to the Section Information Applications)

Emerging Trends in Machine Learning and Natural Language Processing

edited by Parma Nand and Wei Qi Yan

submission deadline 28 Feb 2027 | Viewed by 83 | Submission Open

Keywords: machine learning; natural language processing (NLP); deep learning; generative AI; transformer models; explainable AI (XAI); multimodal learning; large language models (LLMs)

(This special issue belongs to the Section Information Processes)

Knowledge Engineering and Management for Cyber Security

edited by

Daniele Francesco Santamaria

and Ítalo Oliveira

submission deadline 1 Mar 2027 | Viewed by 272 | Submission Open

Keywords: knowledge engineering; knowledge management; cybersecurity; ontologies; knowledge graphs; cyber threats; explanaible AI

(This special issue belongs to the Section Information Security and Privacy)

International Database Engineered Applications Symposium, 2nd Edition

edited by

Giacomo Bergami

and

Peter Z. Revesz

submission deadline 31 Mar 2027 | 1 articles | Viewed by 3835 | Submission Open

Keywords: data engineering; human– computer interaction; data science and analytic methods; machine learning foundations of data science; geographic information systems (GISs); database systems for practical applications

(This special issue belongs to the Section Information Processes)

Artificial Intelligence for Signal, Image and Video Processing

edited by

Seyed Sahand Mohammadi Ziabari

and

Ali Mohammed Mansoor Alsahag

submission deadline 31 Mar 2027 | 3 articles | Viewed by 3761 | Submission Open

Keywords: artificial intelligence; signal and image processing; deep learning; computer vision

(This special issue belongs to the Section Information Applications)

Intelligent Technologies in Software Development and Service Engineering

edited by Prabhat Mahanti and

Kalpdrum Passi

submission deadline 31 Mar 2027 | Viewed by 100 | Submission Open

Keywords: software engineering; AI-driven software engineering; intelligent software architecture; intelligent DevOps

(This special issue belongs to the Section Information Systems)

Optimization and Learning Approaches for Intelligent Information Systems

edited by

Mohd Shareduwan Mohd Kasihmuddin

submission deadline 31 Mar 2027 | Viewed by 42 | Submission Open

Keywords: optimization algorithms; machine learning; intelligent information systems; data-driven modeling; computational intelligence; predictive modeling; decision support systems; pattern recognition; data analytics; information processing; knowledge extraction; hybrid computational methods; metaheuristic optimization; swarm intelligence; evolutionary computation; deep learning; system modeling; big data analytics; forecasting methods

(This special issue belongs to the Section Information Theory and Methodology)

AI and Machine Learning in the Big Data Era: Advanced Algorithms and Real-World Applications

edited by

Ebuka Ibeke

and

Chinedu Pascal Ezenkwu

submission deadline 30 Apr 2027 | 9 articles | Viewed by 9419 | Submission Open

Keywords: artificial intelligence; machine learning; big data analytics; deep learning; scalable algorithms; predictive analytics; explainable AI; real-time processing; federated learning; generative AI

(This special issue belongs to the Section Artificial Intelligence)

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