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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. The journal’s Editor-in-Chief and/or designated EBM 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. For any inquiries related to a Special Issue, please contact the Editorial Office.

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Predictive Performance-Explainability Duality for Big Data Analytics-Powered Healthcare

edited by

Luca Parisi

Mansour Youseffi

and Renfei Ma

submission deadline 21 Jun 2024 | Viewed by 294 | Submission Open

Keywords: predictive performance; performance evaluation; machine learning; deep learning; explainability; XAI

Artificial Intelligence in Digital Humanities

edited by

George Pavlidis

submission deadline 30 Jun 2024 | 3 articles | Viewed by 12541 | Submission Open

Keywords: artificial intelligence; digital humanities; computational archaeology; computational approaches; heritage science

Recent Advances in Deep Transfer Learning Applications for Image Processing Problems and Big Data

edited by

Christine Dewi

and

Rung-Ching Chen

submission deadline 30 Jun 2024 | 3 articles | Viewed by 11498 | Submission Open

Advances and Applications of Deep Learning Methods and Image Processing

edited by

Robail Yasrab

and

Md Mostafa Kamal Sarker

submission deadline 30 Jun 2024 | 4 articles | Viewed by 10894 | Submission Open

Keywords: deep learning; image analysis; scene understanding

Machine Learning in Data Mining for Knowledge Discovery

edited by

Cong Gao

and

Chuntao Ding

submission deadline 30 Jun 2024 | 4 articles | Viewed by 10767 | Submission Open

Keywords: data mining; Big Data; machine learning; association rules; actionable rules; expected pattern; knowledge discovery; attribute reduction; pattern evaluation

Big Data System for Global Health

edited by

Ahmed Abdeen Hamed

and Maciej Malawski

submission deadline 30 Jun 2024 | 2 articles | Viewed by 5350 | Submission Open

Keywords: outbreaks tracking; social media data; literature mining; human disease; knowledge graphs; drug development; drug repurposing; scientific workflows; agent-based modeling

Recent Advances in Big Data-Driven Prescriptive Analytics

edited by

Sadok Ben Yahia

Amnir Hadachi

and

Jenq-Shiou Leu

submission deadline 30 Jun 2024 | 2 articles | Viewed by 1026 | Submission Open

Keywords: big data; data-driven approaches; advanced AI techniques; prescriptive approaches

Advances in Natural Language Processing and Text Mining

edited by

Zuchao Li

and

Min Peng

submission deadline 31 Jul 2024 | 10 articles | Viewed by 18315 | 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

Human Factor in Information Systems Development and Management

edited by

Paweł Weichbroth

Jolanta Kowal

and

Mieczysław Lech Owoc

submission deadline 31 Jul 2024 | 3 articles | Viewed by 12680 | Submission Open

Applied Data Science for Social Good

edited by

Vishnu S. Pendyala

and

Celestine Iwendi

submission deadline 31 Jul 2024 | 4 articles | Viewed by 11886 | Submission Open

Keywords: ethical AI; sustainability; big data analytics; data science applications

Research Progress in Artificial Intelligence and Social Network Analysis

edited by Yong Tang, Chaobo He and

Chengzhou Fu

submission deadline 31 Jul 2024 | 1 articles | Viewed by 2671 | Submission Open

Keywords: social network; data intelligence; artificial intelligence; humanistic computing; knowledge graph; academic data mining; intelligent education

Edge Computing and Fog Computing on the Internet of Things

edited by

Cristian González García

submission deadline 31 Jul 2024 | Viewed by 319 | Submission Open

Keywords: Internet of Things; Edge Computing; Fog Computing; Big Data; Ambient Intelligence; Smart Objects

Machine Learning and AI Technology for Sustainable Development

edited by

Wei-Chen Wu

Jason C. Hung

, Yuchih Wei and

Jui-hung Kao

submission deadline 13 Aug 2024 | Viewed by 617 | Submission Open

Keywords: machine learning; artificial intelligence; sustainability; deep learning; intelligent systems; industry 4.0; robotics; smart city; edge computing; data science; cognitive computing; big data

Perception and Detection of Intelligent Vision

edited by Hongshan Yu, Zhengeng Yang, Mingtao Feng and

Qieshi Zhang

submission deadline 26 Aug 2024 | 1 articles | Viewed by 2006 | Submission Open

Keywords: visual perception; deep learning; intelligent vision systems; vision cognition; unsupervised learning; large models

Challenges and Perspectives of Social Networks within Social Computing

edited by

Maria Chiara Caschera

Patrizia Grifoni

and

Fernando Ferri

submission deadline 31 Aug 2024 | 8 articles | Viewed by 20575 | Submission Open

Keywords: machine learning and social networks analysis; deep learning and social networks analysis; emotion recognition and social networks; human– computer interaction and social network; fake news and social networks; virtual reality and social networks; augmented reality and social networks; internet of Things and social networks; security and social networks; privacy and social networks; datasets for social networks analysis; social interaction and social networks; social impacts of social networks; social phenomena and social networks

Internet of Things (IoT) and Ambient Intelligence

edited by

Cristian González García

and

Vicente García-Díaz

submission deadline 31 Aug 2024 | 2 articles | Viewed by 9158 | Submission Open

Keywords: Internet of Things; ambient intelligence; smart home; industrial internet of things; smart city; smart earth; smart objects

Industrial Applications of IoT and Blockchain for Sustainable Environment

edited by

Xiaodong Liu

, Qi Liu and Amjad Ullah

submission deadline 31 Aug 2024 | 1 articles | Viewed by 772 | Submission Open

Keywords: Internet of Things; blockchain; cyber-physical systems; cloud-edge-IoT continuum; AI and machine learning; sustainable computing; software engineering; cybersecurity

Machine Learning Applications and Big Data Challenges

edited by Arunkumar Bagavathi,

Tao Hu

and Atriya Sen

submission deadline 31 Aug 2024 | Viewed by 469 | Submission Open

Keywords: big data; data science; machine learning; artificial intelligence

Machine Learning for Social Media Analysis

edited by

Anna Kruspe

submission deadline 31 Aug 2024 | Viewed by 393 | Submission Open

Keywords: social media; social media mining; deep learning; natural language processing; computervision; network analysis; information retrieval; misinformation; crisis response and management; healthcare; mobility; economy; political science; geosciences; corpora; data ethics; privacy; data fusion; multimodal data

Feature-Rich Artificial Intelligence Models and Applications of Cognition

edited by

Massimo Stella

Giulio Rossetti

and

Salvatore Citraro

submission deadline 30 Sep 2024 | 2 articles | Viewed by 12110 | Submission Open

Keywords: feature-rich models; artificial intelligence; cognitive computing; cognitive representations; knowledge modelling; feature-rich multivariate analysis; measurements of psychological constructs

Big Data and Information Science Technology

edited by

Enrico Corradini

Francesco Cauteruccio

and

Luca Virgili

submission deadline 30 Sep 2024 | 4 articles | Viewed by 5908 | Submission Open

Keywords: big data; information science; data analytics; data security; machine learning; data mining; real-time data processing

Field Robotics and Artificial Intelligence (AI)

edited by

Robert Ross

and

Alex Stumpf

submission deadline 30 Sep 2024 | 1 articles | Viewed by 1009 | Submission Open

Keywords: field robotics; robotic systems; sensing; vision; AI

Big Data and Internet of Things in Smart Cities

edited by

Omar Darwish

and

Yahya Tashtoush

submission deadline 30 Sep 2024 | Viewed by 998 | Submission Open

Keywords: IoT; smart cities; embedded systems; robotics; automation; machine learning; networking; big data analysis networking; cloud computing

Big Data Analytics and Edge Computing: Recent Trends and Future

edited by Li Xiao, Zhu Meng, Zichun Yan,

Minling Zhu

and

Jose Manuel Oliveira

submission deadline 30 Sep 2024 | 1 articles | Viewed by 675 | Submission Open

Keywords: big data analytics; edge computing; large models; multi-modal fusion; image processing; video understanding; sound recognition

Transforming Cyber Security Provision through Utilizing Artificial Intelligence

edited by

Peter R. J. Trim

and Yang-Im Lee

submission deadline 30 Sep 2024 | Viewed by 194 | Submission Open

Keywords: business-to-business relations; business continuity planning; business consumer interaction; chatbots; code generation; critical infrastructure; data management; ethical factors; foundation models; generative AI; language modelling; management issues; malware detection; model trading tools; neural networks; problem solving; resilience; risk management; scenario analysis; standards; threat hunting; transformers; self-supervised learning

Artificial Intelligence and Natural Language Processing

edited by

Tim Schlippe

and

Matthias Wölfel

submission deadline 31 Oct 2024 | 10 articles | Viewed by 54934 | Submission Open

Keywords: natural language processing; artificial intelligence; AI for social good; AI in education; low-resource languages; multilingual speech and language processing; sentiment analysis; question answering; text simplification

Semantic Web Technology and Recommender Systems 2nd Edition

edited by

Konstantinos Kotis

and

Dimitris Spiliotopoulos

submission deadline 31 Oct 2024 | 2 articles | Viewed by 8047 | Submission Open

Keywords: semantic web; semantics; recommender system; recommendation method; big data analytics; sentiment analysis; social web

Augmented Reality, Virtual Reality, and Computer Graphics

edited by

Adrian Clark

submission deadline 31 Oct 2024 | 1 articles | Viewed by 2598 | Submission Open

Keywords: computer graphics; augmented reality (AR); virtual reality (VR); mixed reality (MR); extended/cross-reality (XR); visualization; graphical displays; rendering techniques; graphical applications; display technologies

Brain-Inspired Hyperdimensional Computing: Theoretical Perspectives and Real-World Applications

edited by

Fabio Cumbo

, Jayadev Joshi, Bryan Raubenolt and Rahul Shubhra Mandal

submission deadline 31 Oct 2024 | Viewed by 233 | Submission Open

Keywords: hyperdimensional computing; vector symbolic architectures; neuromorphic computing; cognitive computing; brain-inspired computing

Knowledge Graphs in the Big Data Era: Navigating the Confluence of Distribution, Visualization, and Advanced Computational Models

edited by Amna Dridi,

Edlira Kalemi Vakaj

and

Mohamed Medhat Gaber

submission deadline 23 Nov 2024 | Viewed by 230 | Submission Open

Keywords: knowledge graphs; big data analytics; distributed computing; data visualisation; semantic web technologies; machine learning integration; natural language processing; graph databases; domain-specific applications

Big Data Analytics for Cultural Heritage 2nd Edition

edited by

and

submission deadline 30 Nov 2024 | 3 articles | Viewed by 7836 | Submission Open

Keywords: data analytics; big data visualization; social media analytics; pattern detection in archives; handling of heterogeneous cultural resources; integration with linked data resources; analytics on sensor-generated and person-generated data; named entity recognition in textual and non-textual sources; identification of semantic relations; sentiment analysis; visitor type classification; user/visitor profiling; adaptation and personalization of cultural heritage experiences; context awareness in cultural heritage data; big data analytics underpinning (semi-)automated content generation (e.g.; interactive storytelling); big data analytics and computational creativity; gamification; trajectories in the physical space; ethical concerns; case studies

Computational Finance and Big Data Analytics

edited by Chuan-Ju Wang

submission deadline 30 Nov 2024 | 1 articles | Viewed by 2146 | Submission Open

Keywords: financial data analytics; computation; simulation; statistical modelling

Business Intelligence and Big Data in E-commerce

edited by George Stalidis and

Dimitrios Kardaras

submission deadline 30 Nov 2024 | 2 articles | Viewed by 1373 | Submission Open

Keywords: business intelligence; big data in e-commerce; marketing intelligence; consumer profiling; recommendation systems

Application of Deep Learning and Convolution Neural Networks for Social Healthcare

edited by

Stefano Marrone

Paolo Soda

Francesco Flammini

and Ermanno Cordelli

submission deadline 30 Nov 2024 | Viewed by 718 | Submission Open

Keywords: medical data mining; federated learning; trustworthy AI; multimodal learning; synthetic data; precision medicine

Generative AI and Large Language Models

edited by

Fabrizio Marozzo

and

Riccardo Cantini

submission deadline 30 Nov 2024 | 1 articles | Viewed by 717 | Submission Open

Keywords: generative AI; large language models (LLMs); natural language processing; deep learning; ChatGPT

Revolutionizing Healthcare: Exploring the Latest Advances in Digital Health Technology

edited by

Hossein Hassani

and Steve MacFeely

submission deadline 31 Dec 2024 | 3 articles | Viewed by 7368 | Submission Open

Keywords: digital health technology; telemedicine; artificial intelligence; big data analytics; Internet of Things; wearable technology; blockchain; patient engagement; interdisciplinary research

Security, Privacy, and Trust in Artificial Intelligence Applications

edited by

Giuseppe Maria Luigi Sarnè

submission deadline 31 Dec 2024 | 2 articles | Viewed by 5107 | Submission Open

Keywords: artificial intelligence; security; privacy; trust and reputation; Internet of Things; smart objects; software agents; intelligent systems

Artificial Cognitive Systems for Computer Vision

edited by Liqi Yan, Jianhui Zhang and

Fangli Guan

submission deadline 31 Dec 2024 | Viewed by 384 | Submission Open

Keywords: artificial cognitive systems; computer vision; image classification

Application of Cloud Computing in Industrial Internet of Things

edited by

Muhammad Kazim

, Mujeeb Ur Rehman and

Stefan Kuhn

submission deadline 31 Dec 2024 | Viewed by 308 | 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

Natural Language Processing Applications in Big Data

edited by Xingyi Song, Ye Jiang and Yunfei Long

submission deadline 31 Dec 2024 | Viewed by 236 | Submission Open

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

Emerging Trends and Applications of Big Data in Robotic Systems

edited by

Praneel Chand

, Mansour Assaf, Mohammad Dabbagh and Nandini Sidnal

submission deadline 31 Dec 2024 | Viewed by 141 | Submission Open

Keywords: big data; data mining; machine learning; deep learning; robotics; human– machine interaction; analytics

Big Data Analytics with Machine Learning for Cyber Security

edited by

Babu Baniya

, Sherif Abdelfattah and

Deepak GC

submission deadline 31 Dec 2024 | Viewed by 124 | Submission Open

Keywords: big data analytics; cybersecurity; machine learning; deep learning; IoT

Unlocking Minds and Machines: Advances in Cognitive Computing and Big Data Analytics

edited by

Dan Vilenchik

and Havana Rika

submission deadline 31 Dec 2024 | Viewed by 116 | Submission Open

Keywords: cognitive computing; big data analytics; natural language processing (NLP); facial expression recognition; human– computer interaction; emotion analysis; text analytics; intelligent systems

Research on Privacy and Data Security

edited by

Hui Tian

submission deadline 31 Dec 2024 | Viewed by 115 | Submission Open

Keywords: privacy; data Security; data collection; storage; and processing; privacy-enhancing technologies; IoT; AI; machine Learning

Advances in System Design and IoT Based Smart City

edited by

Syed Attique Shah

and Muhammad Mazhar Ullah Rathore

submission deadline 1 Mar 2025 | Viewed by 112 | Submission Open

Keywords: smart cities; IoT; big data analytics; machine learning; urban planning; sustainability; resilience; digital governance; healthcare; security

Fault Diagnosis and Detection Based on Deep Learning

edited by Pin Liu, Jianyong Zhu and

Alfredo Cuzzocrea

submission deadline 31 Mar 2025 | Viewed by 44 | Submission Open

Keywords: machine learning; deep learning; fault detection; anomaly detection; anomaly diagnosis; fault diagnosis; intelligent maintenance; anomaly classification

Industrial Data Mining and Machine Learning Applications

edited by Yung Po Tsang,

C. H. Wu

and Kit-Fai Pun

submission deadline 30 Apr 2025 | Viewed by 79 | Submission Open

Keywords: industry 4.0; data mining; machine learning; industrial applications; supervised learning; unsupervised learning; reinforcement learning; small and medium-sized enterprises (SMEs); industry 5.0; higher teaching; engineering education

Advances in Intelligent Defense Systems for the Internet of Things

edited by