Impact of Big Data Analytics for Assessing a Common Orthopaedic Procedure Commentary on an article by Kevin Bozic, MD, MBA, et al. © 2020 BioMed Central Ltd unless otherwise stated. The mission of the International Journal of Big Data and Analytics in Healthcare (IJBDAH) is to provide timely and innovative research on the ways in which big data is … Big Data Mining and Analytics. Big Data is the leading peer-reviewed journal covering the challenges and opportunities in collecting, analyzing, and disseminating vast amounts of data. Speed122.2 days to first decision for reviewed manuscripts only106.9 days to first decision for all manuscripts278.5 days from submission to acceptance25 days from acceptance to publication, Usage 64,202 downloads8 Altmetric mentions. Cookies policy. "International Journal of Big Data and Analytics in Healthcare (IJBDAH)," (2016), accessed (December 05, 2020), doi:10.4018/IJBDAH, International Journal of Big Data and Analytics in Healthcare (IJBDAH), http://www.igi-global.com/journals/guidelines-for-submission.aspx, https://www.igi-global.com/publish/contributor-resources/before-you-write/, âA researcherâs complete guide to open access papersâ, Medical image processing and pattern recognition. Big Data Analytics is a multi-disciplinary open access, peer-reviewed journal, which welcomes cutting-edge articles describing original basic and applied work involving biologically-inspired computational accounts of all aspects of big data science analytics. Annual journal metrics. It brings significant cost advantages, enhances the performance of decision making, and creates new products to meet customers’ needs. The Journal Impact Quartile of Journal of Big Data Analytics in Transportation is still under caculation. Privacy Challenges include analysis, capture, data curation, search, sharing, storage, transfer, visualization, and information privacy. Following a Research Fellowship at the University of Paisley and a research Lectureship at the University of Dundee, he joined the University of Stirling in 2000, where he is currently Professor of Computing Science and founding Director of the Cognitive Big Data Informatics (CogBID) Laboratory. The ease with which any and all information can be disseminated digitally in a cost-efficient and scalable manner is phenomenal. Consequently, the world has stepped into the era of big data. : “Quality Measure Public Reporting Is Associated with Improved Outcomes Following Hip and Knee Replacement” Stiehl, James B. MD, MBA 1,a. Big Data and Information Analytics (BDIA) is an interdisciplinary Open Access journal promoting cutting-edge research, technology transfer and knowledge translation about … Search articles and journals on SAGE Journals. However, the recent advent of data-intensive science has opened up a new chapter in the field of scientific programming, with untapped information now being mined from large-scale data with the help of data intensive analytics platforms. Big Data Analytics for Agricultural Disaster Management; Evaluation and Experimental Design in Data Mining and Machine Learning; Featured Content Aims & Scope Editorial Board Reprints & Permissions News Releases Sample Content; Featured Content. California Privacy Statement, Author Information This work proposes adaptations of common associative classification algorithms for different Big Data platforms. In this Q&A, Editor-in-Chief Amir Hussain tells us more about Big Data Analytics. Web. Click the link above to see more. The problems big data techniques are applied to can range from improvement in real-time transportation operations, transportation planning to near term prediction of crash risk. The overview identifies the journals with frequent publications in health analytics. He has authored over 300 publications (including over a dozen books and over 100 journal papers), conducted and led collaborative research with industry, partnered in major European and international research programs, and supervised more than 30 PhDs. Pour faire face à l'explosion du volume des données, un nouveau domaine technologique a vu le jour : le Big Data. The journal will accept papers on foundational aspects in … Integration of such diverse data makes big data analytics to intertwine several fields, such as bioinformatics, medical … Data Mining and Knowledge Discovery journal (now published by Springer). Thus, you are offered academic excellence for good price, given your research is cutting-edge. Please note that there is absolutely NO correlation between the APC (Article Processing Charge) being paid by the author and the results of review process outcomes. Journals, Magazines in Analytics, Big Data, Data Mining, and Knowledge Discovery ACM Transactions on Knowledge Discovery in Data (TKDD). He has served as an invited speaker and organizing committee co-chair for over 50 top international conferences and workshops. Amir Hussain obtained his BEng and PhD from the University of Strathclyde in Glasgow. In the case of a multi-authored work, even if only one author is eligible for the discount or waiver, all authors of the work will benefit from the waiver or discount. For more information on APCs and Open Access Publishing please visit IGI Globalâs open access publishing page here, and also it is recommended to read the following article published by Web of Science, âA researcherâs complete guide to open access papersâ. Introduction. Big Data Mining and Analytics discovers hidden patterns, correlations, insights and knowledge through mining and analyzing large Terms and Conditions, Once the journal is converted to Gold Open Access in 2021 and will no longer have subscription revenue backing it, the journal will be heavily reliant on Open Access Article Processing Charges (APCs) payment provided by either the author(s) or his/her/their respective institution or another funding agency, AFTER the article manuscript submission has been through a full double-blind peer review and the Editor-in-Chief at his/her full discretion has decided to accept the manuscript based on the results of the double-blind peer review process. Speed 122.2 days to first decision for reviewed manuscripts only 106.9 days to first decision for all manuscripts 278.5 days from submission to acceptance 25 days from acceptance to publication. Part of The APC will offset the costs of all of the activities associated with the publication of the article manuscript, including the digital tools used to support the manuscript management and review process, the typesetting, formatting and layout, online hosting, the submission of the journalâs content to numerous abstracts, directories, and indexes, third party software (plagiarism checks), editorial support which includes manuscript tracking, communications, submission guideline checks, communications with authors and reviewers, as well as all promotional support and activities which includes metadata distribution, press releases, promotional communications, web content, ads, fliers, brochures, postcards, etc. Big Data Analytics is pleased to announce a call for papers for a new article collection of original, unpublished, and novel in-depth research that makes significant methodological or application contributions to the field of visualization, interpretation and descriptive big data science. He is a Fellow of the UK’s Higher Education Academy and Senior Fellow of the Brain Sciences Foundation. The Analytics Journal Fresh news on big data, data science and cutting edge analytics! Video Big Data Analytics in the Cloud: A Reference Architecture, Survey, Opportunities, and Open Research Issues Abstract: The proliferation of multimedia devices over the Internet of Things (IoT) generates an unprecedented amount of data. statement and Big Data explains the use of predictive analytics, user behavior analytics, or certain other advanced data analytics methods that extract value from data, and seldom to a particular size of data set. By using this website, you agree to our A major problem in this field is that existing proposals do not scale well for Big Data. Read more and all the current calls for papers at the link above. Big data challenges include capturing data, data storage, data analysis, sharing, transfer, visualization, querying, updating and information privacy. Using Big Data-machine learning models for diabetes prediction and flight delays analytics Nowadays large data volumes are daily generated at a high rate. Big data analytics uses efficient analytic techniques to discover hidden patterns, correlations, and other insights from big data. His research interests are multi-disciplinary with a focus on brain-inspired, multi-modal cognitive big data technology for solving complex real-world problems. Health information professionals are provided with an informed reading list of frequently cited papers in the field of health analytics. Big data-driven multimedia analytics are effective for security solutions, as features of big data-driven multimedia techniques can discover anomalies and attack patterns as fast as possible, limiting the vulnerability of the systems and increasing their resilience. The journal aims to promote and communicate advances in big data research by providing a fast and high quality forum for researchers, practitioners and policy makers from the very many different communities working on, and with, this topic. Authors: Cigdem Avci, Bedir Tekinerdogan and Ioannis N. Athanasiadis, Authors: Mohamed Elgendi, Newton Howard, Amir Hussain, Carlo Menon and Rabab Ward, Authors: Asim Roy, Charles Bruce, Phillip Schulte, Lyle Olson and Manasa Pola, Authors: Jordan K. Matelsky, Joseph Downs, Hannah P. Cowley, Brock Wester and William Gray-Roncal, Authors: Salvador García, Sergio Ramírez-Gallego, Julián Luengo, José Manuel Benítez and Francisco Herrera, Authors: Anwaar Ali, Junaid Qadir, Raihan ur Rasool, Arjuna Sathiaseelan, Andrej Zwitter and Jon Crowcroft, Authors: Diego García-Gil, Sergio Ramírez-Gallego, Salvador García and Francisco Herrera, Authors: Iffat A. Gheyas and Ali E. Abdallah, Authors: Mohammed Ghesmoune, Mustapha Lebbah and Hanene Azzag. Those coming from certain developing countries will be able to take advantage of discounts or waivers with careful consideration by IGI Globalâs Executive Editorial Board. 1 journal in Big data research with IF 8.51 for 2017 metric. The Journal Impact of an academic journal is a scientometric Metric that reflects the yearly average number of citations that recent articles published in a given journal received. Associative classification aims at building accurate and interpretable classifiers by means of association rules. Search for: Home; About Me; Contact Me ; Hadoop Ecosystem: Zookeeper – The distributed coordination server. International Journal of Big Data and Analytics in Healthcare (IJBDAH). Spanning the life sciences, social sciences, engineering, physical and mathematical sciences, Big Data Analytics aims to provide a platform for the dissemination of research, current practices, and future trends in the emerging discipline of big data analytics. Usage 64,202 downloads 8 Altmetric mentions. Additionally, if an author chooses to utilize any of IGI Globalâs Author Services on their manuscript, the amount paid for any of these author services will be deducted from the final Article Processing Charge (APC). Skip to main content. We solicit original contributions on machine learning theories, deep learning models, surveys of recent advances, benchmark datasets and novel application scenarios. MENU He has served as the founding Publications Co-Chair of the INNS Big Data section and the annual INNS Conference on Big Data, and Chapter Chair of the IEEE UK and RI’s Industry Applications Society. "International Journal of Big Data and Analytics in Healthcare (IJBDAH)." Big Data : faire parler les données pour créer de la valeur. The Article Processing Charge (APC) for this journal is currently set at $750 USD and authors will not be asked to provide payment of the APC fee (directly to the publisher) until AFTER their manuscript has gone through the full double-blind peer review process and the Editor-in-Chief at his/her full discretion has decided to accept the manuscript based on the results of the double-blind peer review process. This timely special issue serves as an interdisciplinary forum for researchers across the world to share their findings in this exciting area. The journal will publish original research papers applying big data techniques to transportation problems. 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Related Journals for Big Data Future Generation Computer … for the journal and its published contents; and the fact that all published articles will be freely accessible and able to be posted and disseminated widely by the authors. Also, authors of submitted manuscripts can take advantage of IGI Globalâs Read and Publish Open Access Initiative, which allows authors who are affiliated with institutions that are currently subscribed to one or more IGI Global databases to benefit from APC funding (you can learn more about how this all works here). In addition to his role as Editor-in-Chief of Big Data Analytics, Amir is also founding Chief Editor of the Springer journal Cognitive Computation, and Associate Editor for a number of other leading journals. Springer Nature. The Journal of Big Data publishes high-quality, scholarly research papers, methodologies and case studies covering a broad range of topics, from big data analytics to data-intensive computing and all applications of big data research. This paper builds and extends theories in the discipline, specifically related to taking action using big data analytics with tools such as dashboards. Big data analytics in medicine and healthcare is very promising process of integrating, exploring and analysing of large amount complex heterogeneous data with different nature: biomedical data, experimental data, electronic health records data and social media data. SIGKDD Explorations, a magazine of the SIGKDD, the data miners professional group. Big data is arriving from multiple sources at an alarming velocity, volume and variety. Featured article: Evaluating associative classification algorithms for Big Data, Software architectures for big data: a systematic literature review, From ancient times to modern: realizing the power of data visualization in healthcare and medicine, Failure prediction using personalized models and an application to heart failure prediction, Multilayer networks: aspects, implementations, and application in biomedicine, Big data preprocessing: methods and prospects, A comparison on scalability for batch big data processing on Apache Spark and Apache Flink, Detection and prediction of insider threats to cyber security: a systematic literature review and meta-analysis, State-of-the-art on clustering data streams, Call for Papers: Special Issue on Representation Learning for Big Data Analytics, Call for papers: Visualization, Interpretation and Descriptive Big Data Science, "As part of its vision, the journal will underline the importance of adopting a flexible and open-ended definition of big data", Sign up for article alerts and news from this journal. Big Data Analytics is a multi-disciplinary open access, peer-reviewed journal, which welcomes cutting-edge articles describing original basic and applied work involving biologically-inspired computational accounts of all aspects of big data science analytics. In Scopus it is regarded as No. This method has various applications in plants, bioinformatics, healthcare, etc. Big Data & Analytics Collectées à grande échelle et analysées intelligemment, ces données ont le potentiel d’impacter positivement tant les revenus des entreprises les marges en signalant des opportunités d’optimisation. … 5 Dec. 2020. doi:10.4018/IJBDAH, Chen, M. (2016). Manage cookies/Do not sell my data we use in the preference centre. (2016). Big Data, a highly innovative, peer-reviewed journal, provides a unique forum for world-class research exploring the challenges and opportunities in collecting, analyzing, and disseminating vast amounts of data, including data science, big data infrastructure and analytics, and pervasive computing. doi:10.4018/IJBDAH, Chen, Mu-Yen. Patterns, correlations, and information Privacy this work proposes adaptations of common associative classification algorithms different. Information Privacy and PhD from the University of Strathclyde in Glasgow and insights! Datasets and novel application scenarios preference centre for researchers across the world has stepped the! Is arriving from multiple sources at an alarming velocity, volume and.... Springer ). the current calls for papers at the link above we solicit original contributions on machine theories... Agree to our Terms and Conditions, California Privacy Statement, Privacy,... 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