Journal of Applied Data Science and Computational Intelligence

Aim & Scope

JADSCI will publish high-quality original research, reviews, data-resource papers, case studies, and methodological contributions on the development, integration, and application of data science, artificial intelligence, computational intelligence, machine learning, optimization, and knowledge-based systems for complex real-world problems. 

The journal will promote research that transforms data into actionable intelligence, supports evidence-based decision-making, and advances intelligent computational methods across scientific, engineering, healthcare, bioinformatics, agriculture, food systems, transportation, logistics, finance, cybersecurity, environmental systems, and smart infrastructure. 

Core Methodological Scope 

• Research Data Development, Curation, and Sharing: Data collection, preprocessing, annotation, curation, and documentation, with datasets made available for AI, machine learning, data science, and computational intelligence.
  
  
• Computational Intelligence, Machine Learning, and Optimization Algorithms: Development of computational models and methods using machine learning, deep learning, evolutionary computation, swarm intelligence, and related techniques for continuous, discrete, and combinatorial optimization.
  
  
• Applied Intelligent Systems and Decision Support: Development of intelligent and decision-support systems for healthcare, agriculture, transportation, finance, cybersecurity, environment, smart cities, education, and other real-world domains.
  
  Applied Domain Scope (Non-exhaustive)
  
  
• Healthcare, Medical Informatics, Biomedical Signals, and Clinical Decision Support: Medical imaging, biomedical signal analysis, disease prediction and diagnosis, EHR analytics, precision medicine, telemedicine, wearable healthcare, and clinical decision support.
  
  
• Bioinformatics and Computational Biology: Computational analysis of omics data, biomarkers, drug discovery, biological networks, disease–gene associations, proteins, genomics, and cancer informatics.
  
  
• Agriculture, Food Systems, Nutrition, and Environmental Intelligence: Data-driven solutions for precision agriculture, crop and livestock monitoring, food safety and supply chains, nutrition analytics, climate resilience, and environmental sustainability.
  
  
• Scheduling, Routing, Transportation, and Network Optimization: Optimization of scheduling, routing, transportation and logistics systems, traffic and fleet management, emergency logistics, network resilience, and road network recovery.
  
  
• Finance, Business Analytics, and Economic Intelligence: Analytical approaches to financial forecasting, risk and fraud assessment, portfolio optimization, banking and insurance, customer analytics, market intelligence, and fintech.
  
  
• Cybersecurity, Privacy, and Security Intelligence: Threat detection, network security, privacy-preserving and federated learning, blockchain analytics, secure AI, and adversarial machine learning.

Article Types

JADSCI welcomes the following types of manuscripts in its regular issues:

• Original Research Articles 
• Benchmark Studies 
• Review and Survey Articles
• Applied Case Studies 
• Data and Dataset Articles
• Short Communications and Technical Notes
• Software Articles

Special issues on emerging and high-impact topics within the scope of JADSCI may be published from time to time. Perspective articles and invited contributions from recognized experts may appear in both regular and special issues. JADSCI also considers substantially extended versions of conference papers, provided that the manuscript includes significant new content and clearly cites the original conference paper.