Modern research builds upon existing knowledge. As scholars develop new studies, they often incorporate previously published figures, conceptual diagrams, datasets, charts, frameworks, and visual models to provide context, support arguments, or compare findings. While the reuse of scholarly materials is a common and legitimate practice, it carries important ethical and legal responsibilities. One of the…
In scientific publishing, figures are more than visual supplements. They serve as essential components of scholarly communication, helping researchers present experimental findings, system architectures, workflows, performance comparisons, and analytical results in a clear and efficient manner. In fields such as ubiquitous computing, artificial intelligence, Internet of Things (IoT), cybersecurity, edge computing, and human-computer interaction, readers…
Artificial Intelligence (AI) systems are increasingly influencing critical sectors including healthcare, finance, cybersecurity, education, transportation, and scientific discovery. As AI research rapidly expands, the accuracy and integrity of performance reporting have become essential to maintaining public trust and scientific credibility. One of the most concerning issues in modern AI evaluation is the practice of cherry-picking…
In modern machine learning and optimization research, benchmark comparison has become one of the most influential components of scholarly publication. Whether researchers are proposing a new deep learning architecture, optimization algorithm, intelligent framework, or computational model, the scientific credibility of a contribution is often determined by how appropriately the proposed method is compared against existing…
In modern computer science and technology research, benchmark comparisons are among the most influential components of scholarly publication. Whether researchers are introducing a new artificial intelligence model, software framework, cybersecurity architecture, cloud computing platform, or ubiquitous computing solution, the credibility of the proposed contribution often depends on how fairly it is compared against existing baselines….
In modern computer science and technology research, benchmark reporting has become one of the most influential components of scholarly publication. Whether evaluating artificial intelligence models, software frameworks, cybersecurity systems, cloud architectures, or ubiquitous computing platforms, benchmark results often determine how readers, reviewers, and industry stakeholders perceive the credibility of a study. For technology-oriented journals such…
As software engineering rapidly evolves through artificial intelligence, cloud-native systems, cybersecurity architectures, edge computing, and ubiquitous technologies, the success of a new software tool or framework increasingly depends on one critical factor validation. For technology-focused journals such as the Ubiquitous Technology Journal (UTJ) by Crosslink Studies, validation is particularly important because the journal emphasizes computer…
