JOURNAL OF MACHINE LEARNING RESEARCH, published by MICROTOME PUBL, stands as a premier journal in the realms of Artificial Intelligence, Control and Systems Engineering, Software, and Statistics and Probability. With an impressive Q1 ranking across multiple categories and a prominent Scopus ranking that places it among the top journals in its field—ranked 1st in Mathematics and 20th in both Artificial Intelligence and Software—this journal serves as a vital resource for cutting-edge research and advancements in machine learning. Established in 2001, it has been committed to disseminating high-quality research findings and innovative methodologies, addressing the evolving challenges and opportunities in machine learning. Furthermore, the journal maintains a rigorous peer-review process, ensuring that only the most significant contributions are published. With open access options available and a strong user-friendly platform, it invites researchers, professionals, and students to engage deeply with the pioneering work in the field.

SOFTWARE-PRACTICE & EXPERIENCE, published by Wiley, is a prestigious journal that has significantly contributed to the field of software engineering since its inception in 1971. With a Q2 ranking in Software according to the 2023 category quartiles, it stands among the top tier of journals, positioned in the 79th percentile within Scopus’s Computer Science _ Software category. The journal focuses on disseminating high-quality research that reflects both academic rigour and practical application in software-related practices, ensuring that it remains relevant for researchers, professionals, and students alike. Although it does not currently offer Open Access options, it continues to provide invaluable insights and thorough explorations of contemporary issues in software development, methodology, and experience. As it converges toward 2024, SOFTWARE-PRACTICE & EXPERIENCE aims to foster a greater understanding of effective software practices in a rapidly evolving technological landscape.

Innovations in Systems and Software Engineering, published by Springer London Ltd, is a highly relevant journal dedicated to advancing the field of software engineering and systems innovation. With an ISSN of 1614-5046 and E-ISSN 1614-5054, this journal serves as a key platform for researchers and practitioners to share their insights, cutting-edge research, and developments from 2005 to 2024. Positioned in the Q3 category for software within the 2023 metrics and ranked #219 out of 407 in Scopus, the journal highlights its commitment to addressing the evolving challenges and opportunities in software systems. Although not open access, it maintains a rigorous peer-review process to ensure the dissemination of quality research. As the field continues to grow in complexity, Innovations in Systems and Software Engineering is vital for fostering collaboration and innovation among professionals, students, and researchers aiming to shape the future of software engineering.

INTEGRATED COMPUTER-AIDED ENGINEERING (ISSN: 1069-2509, E-ISSN: 1875-8835) is a prominent journal published by IOS PRESS in the Netherlands, renowned for its rigorous coverage of the interdisciplinary fields of artificial intelligence, computational theory, and software applications. Since its inception in 1993, this journal has consistently contributed to the academic discourse, standing out in the Q1 and Q2 quartiles across various categories as of 2023. With Scopus rankings placing it in the93rd percentile for computational theory and mathematics and 91st for theoretical computer science, it is a vital resource for researchers and professionals seeking to explore innovative methodologies and advanced engineering solutions. While not an open-access journal, INTEGRATED COMPUTER-AIDED ENGINEERING provides comprehensive access options for institutional subscribers, ensuring the dissemination of vital research findings to a global audience. This journal aims to facilitate the exchange of knowledge, inspire future studies, and foster technological advancements in computer-aided engineering.

Applied Mathematics and Computation is a premier journal dedicated to the dissemination of high-quality research in the field of applied mathematics and computational methods. Published by Elsevier Science Inc, this influential journal has established itself as a key resource for researchers, professionals, and students interested in mathematical modeling, numerical analysis, computational algorithms, and their applications across various disciplines. With an impressive impact factor reflecting its scholarly credibility, it holds a distinguished position in the Q1 quartile for both applied and computational mathematics as of 2023, ranking #31/635 and #12/189 in Scopus categories respectively, thereby indicating its significant impact on the academic community. The journal encompasses a broad spectrum of topics, encouraging original research, critical reviews, and innovative methodologies that address real-world challenges. Although it currently does not offer open access options, it remains a cornerstone publication for those at the forefront of mathematical research, continuously bridging theory with practical computation since its inception in 1975.

Welcome to the ACM Transactions on Mathematical Software, a prestigious journal published by the Association for Computing Machinery (ACM). With an ISSN of 0098-3500 and an E-ISSN of 1557-7295, this journal has been at the forefront of innovation in the field since its inception in 1975. It serves as a critical platform for researchers, professionals, and students, facilitating the dissemination of advanced mathematical techniques and software developments. The journal is recognized for its outstanding impact, evidenced by its Q1 classification in Applied Mathematics and Q2 in Software for 2023, along with an impressive Scopus ranking placing it in the 85th percentile for Applied Mathematics and the 58th percentile for Computer Science. Our objective is to publish high-quality research that explores new methodologies in mathematical software and their applications, driving the field forward. Although not an open access journal, the relevance and rigor of the content ensure that it remains a valuable resource in mathematical and computational sciences. Join us in exploring the latest in mathematical software and contribute to shaping future advancements.

Empirical Software Engineering is a leading journal published by Springer, dedicated to advancing the science and practice of software engineering through empirical research. With an impressive impact factor in the Q1 quartile of the Software category and a Scopus ranking of #76 out of 407 journals, it occupies a prominent position within the field, attracting high-quality submissions from around the globe. Since its inception in 1996, the journal has provided a vital platform for disseminating critical findings that drive the evolution of software development methodologies and practices. While it is not an open-access journal, its rigorous peer-review process ensures that only the most impactful research reaches its readership, making it an essential resource for researchers, professionals, and students looking to stay at the forefront of software engineering innovations. Based in the Netherlands at Van Godewijckstraat 30, 3311 GZ Dordrecht, Empirical Software Engineering continues to set the standard for quality and significance in empirical studies of software systems and processes.

Software Impacts is an esteemed academic journal published by ELSEVIER, dedicated to advancing the field of software science and informing best practices in development and application. With an ISSN of 2665-9638, this journal facilitates the dissemination of impactful research from 2019 to 2024, making it a valuable resource for both established researchers and promising students alike. Although it currently holds a Q3 ranking in the category of Software and ranks at #270/407 in Scopus, it continues to contribute significantly to the discourse surrounding software-related innovations and methodologies. The journal’s open access policy enhances accessibility and encourages a broader readership, fostering an environment where critical discussions flourish. By addressing the ongoing challenges and advancements in software technology, Software Impacts plays a crucial role in shaping the future of software development and its applications globally.

CCF Transactions on High Performance Computing, published by SPRINGERNATURE, is an esteemed academic journal dedicated to advancing research in the field of high-performance computing. With an ISSN of 2524-4922 and E-ISSN of 2524-4930, this journal provides a platform for disseminating innovative findings, methodologies, and technologies that shape computational practices within various domains. Operating from Germany, it serves a global audience, reinforcing its impact through an impressive categorization in the Q3 quartile across multiple fields, including Computer Science Applications and Information Systems. The journal, which covers research from 2019 to 2024, plays a crucial role in bridging gaps between theory and practical implementation in hardware architecture and software systems. Although it is not an open-access journal, its contributions are invaluable for researchers, professionals, and students invested in the continuous evolution of high-performance computing. With Scopus rankings that highlight its relevance and influence in the academic community, CCF Transactions on High Performance Computing remains a key resource for the latest developments in this dynamic and rapidly evolving discipline.

SoftwareX is an innovative open-access journal published by Elsevier that has been championing advancements in the fields of Computer Science and Software since its inception in 2015. With a focus on presenting high-quality research, SoftwareX aims to foster collaboration and knowledge exchange among researchers and practitioners, advancing the way software and tools are developed and disseminated within the community. This journal operates under a flexible access model, allowing broad visibility and accessibility to its diverse readership. Positioned in the Q2 and Q3 quartiles of the Scopus ranking system within the domains of Computer Science Applications and Software respectively, SoftwareX stands as an influential platform for sharing cutting-edge methodologies and innovations. The journal's aim is not only to serve as a repository of knowledge but also to embolden practitioners and scholars alike to engage with and implement findings that can accelerate progress within the realms of software engineering and application. Situated in Amsterdam, Netherlands, SoftwareX has embraced an international reach, welcoming submissions that address complex challenges through novel software solutions.