Research Radar

Academic Publication • Published Jul 1, 2024

Text-Based Measure of Supply Chain Risk Exposure

Using textual analysis techniques, including seeded word embedding and bag-of-words-based content analysis, I develop a firm-level measure of supply chain risk exposure from a novel source of unstructured data—the discussion between managers and e...

Academic Publication • Published Jul 1, 2024

Competitive Advantage Through Artificial Intelligence: Toward a Theory of Situated AI

Academic Publication • Published Jun 30, 2024

Bias Mitigation for Machine Learning Classifiers: A Comprehensive Survey

This article provides a comprehensive survey of bias mitigation methods for achieving fairness in Machine Learning (ML) models. We collect a total of 341 publications concerning bias mitigation for ML classifiers. These methods can be distinguishe...

Academic Publication • Published Jun 30, 2024

A Survey on Evaluation of Large Language Models

Large language models (LLMs) are gaining increasing popularity in both academia and industry, owing to their unprecedented performance in various applications. As LLMs continue to play a vital role in both research and daily use, their evaluation ...

Academic Publication • Published Jun 30, 2024

Refining ChatGPT-Generated Code: Characterizing and Mitigating Code Quality Issues

Since its introduction in November 2022, ChatGPT has rapidly gained popularity due to its remarkable ability in language understanding and human-like responses. ChatGPT, based on GPT-3.5 architecture, has shown great promise for revolutionizing va...

Academic Publication • Published Jun 30, 2024

Navigating the Complexity of Generative AI Adoption in Software Engineering

This article explores the adoption of Generative Artificial Intelligence (AI) tools within the domain of software engineering, focusing on the influencing factors at the individual, technological, and social levels. We applied a convergent mixed-m...

Academic Publication • Published Jun 30, 2024

Generative artificial intelligence of things systems, multisensory immersive extended reality technologies, and algorithmic big data simulation and modelling tools in digital twin industrial metaverse

Research background: Multi-modal synthetic data fusion and analysis, simulation and modelling technologies, and virtual environmental and location sensors shape the industrial metaverse. Visual digital twins, smart manufacturing and sensory data m...

Academic Publication • Published Jun 30, 2024

Leveraging predictive analytics for strategic decision-making: Enhancing business performance through data-driven insights

This paper explores the transformative role of predictive analytics in enhancing strategic decision-making and business performance. It delves into the components of predictive analytics, including data mining, machine learning, and statistical te...

Academic Publication • Published Jun 29, 2024

A unified European hydrogen infrastructure planning to support the rapid scale-up of hydrogen production

Abstract Hydrogen will become a key player in transitioning toward a net-zero energy system. However, a clear pathway toward a unified European hydrogen infrastructure to support the rapid scale-up of hydrogen production is still...

Academic Publication • Published Jun 29, 2024

Splitwise: Efficient Generative LLM Inference Using Phase Splitting

Academic Publication • Published Jun 28, 2024

Improving medical reasoning through retrieval and self-reflection with retrieval-augmented large language models

Abstract Summary Recent proprietary large language models (LLMs), such as GPT-4, have achieved a milestone in tackling diverse challenges in the biomedical domain, ranging from multiple-choice qu...

Academic Publication • Published Jun 28, 2024

Climate Change and Energy Security: A Comparative Analysis of the Role of Energy Policies in Advancing Environmental Sustainability

This review analyzes the complex relationship between climate change and energy security and their joint impact on global development. It emphasizes the need for sustainable energy solutions to tackle increasing global warming effects and energy d...

Academic Publication • Published Jun 28, 2024

Current Status of Sustainable Food Packaging Regulations: Global Perspective

This review offers a global overview of the status of laws governing sustainable food packaging materials. The review highlights the regulatory framework for several sustainable packaging options, including paper-based packaging, compostable mater...

Academic Publication • Published Jun 28, 2024

Artificial Intelligence (AI)-Driven IoT (AIIoT)-Based Agriculture Automation

The fusion of IoT and AI encompasses given rise to a new concept - artificial intelligence driven IoT (AIIoT). AIIoT is the intersection of AI and IoT, where AI algorithms are used to assess the data collected by IoT devices, improving their effec...

Academic Publication • Published Jun 28, 2024

Management and Sales Forecasting of an E-commerce Information System Using Data Mining and Convolutional Neural Networks

The exponential development of e-commerce in recent decades has enhanced convenience for individuals. Compared to the conventional business environment, e-commerce is characterized by increased dynamism and complexity, resulting in several obstacl...

Academic Publication • Published Jun 27, 2024

Quantitative phase imaging based on holography: trends and new perspectives

AbstractIn 1948, Dennis Gabor proposed the concept of holography, providing a pioneering solution to a quantitative description of the optical wavefront. After 75 years of development, holographic imaging has become a powerful tool for optical wav...

Academic Publication • Published Jun 27, 2024

Obesity induces PD-1 on macrophages to suppress anti-tumour immunity

Academic Publication • Published Jun 27, 2024

Systemic Light Chain Amyloidosis

Academic Publication • Published Jun 27, 2024

Inflammatory Bowel Disease: A Comprehensive Analysis of Molecular Bases, Predictive Biomarkers, Diagnostic Methods, and Therapeutic Options

In inflammatory bowel diseases (IBDs), such as Crohn’s disease (CD) and ulcerative colitis (UC), the immune system relentlessly attacks intestinal cells, causing recurrent tissue damage over the lifetime of patients. The etiology of IBD is complex...

Academic Publication • Published Jun 27, 2024

Change Detection Methods for Remote Sensing in the Last Decade: A Comprehensive Review

Change detection is an essential and widely utilized task in remote sensing that aims to detect and analyze changes occurring in the same geographical area over time, which has broad applications in urban development, agricultural surveys, and lan...