Investigating the data science talent gap: Data practitioners’ perspectives by Wilma Coetzee, Roelien Goede

Subjects: “…data scientist…”
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Gaps in measles surveillance and vaccination data in India by Sirshendu Chaudhuri, Varun Agiwal, Palle Venkata Yasheswini, Imandi Srinivas Rao

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Gap-filling meteorological data series using the GapMET software in the state of Mato Grosso, Brazil by Marlus Sabino, Adilson P. de Souza

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Evolution and gaps in data mining research: Identifying the bibliometric landscape of data mining in management by Romel Al-Ali, Sabri Mekimah, Rahma Zighed, Rima Shishakly, Mohammed Almaiah, Rami Shehab, Tayseer Alkhdour, Theyazn H.H Aldhyani

“…It reveals gaps in integrating data mining with decision-making, artificial intelligence, forecasting, and sentiment analysis. …”
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Bridging the gap: rescuing and digitizing historical meteorological records by Kofi Asare, Nana Ama Browne Klutse, Stephen Aboagye-Ntow, Caroline Edinam Doe, Antwi-Boasiako Amoah, Eric Asuman, Martin Addi, Benjamin Adjetey Wemegah

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Simulation and the reality gap: Moments in a prehistory of synthetic data by James Steinhoff, Sam Hind

“…Synthetic data is connected to simulation by the technical problem of the reality gap: the gap between the synthetic data a model is trained on and the real-world data it is deployed on. …”
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Communicating risk in the face of data gaps: Toxic metals in tampons by Jenni A. Shearston, Kristen Upson, Milo Gordon, Vivian Do, Olgica Balac, Khue Nguyen, Beizhan Yan, Marianthi-Anna Kioumourtzoglou, Kathrin Schilling

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Compression of Multichannel Signals With Irregular Sampling Rates and Data Gaps by Pablo Cervenansky, Alvaro Martin, Gadiel Seroussi

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Available data and knowledge gaps of the CESAR1 solvent system by Diego Morlando, Vanja Buvik, Asmira Delic, Ardi Hartono, Hallvard F. Svendsen, Hanne M. Kvamsdal, Eirik F. da Silva, Hanna K. Knuutila

“…This review aims to gather all the experimental laboratory and pilot available data for CESAR1 and its constituent components. Experimental gaps to develop reliable process models are detected and future experiments are proposed. …”
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Xenobiotic resistance in mosquito eggs: current understanding and data gaps by Uday Turaga, Steven T. Peper, Carlos J. Garcia, Steven M. Presley

“…Additionally, we address the implications of these data gaps relative to the overall objectives of vector control and public health.…”
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Performance Gaps in Energy Consumption by Paula van den Brom, Arjen Meijer, Henk Visscher

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Biological Invasion Data Gaps in China: Examples of Distribution, Inventories, and Impact by Jiayao He, Ke Chen, Peishan Sun, Han Xu, Xubin Pan

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A Gap Analysis Framework for an Open Data Portal Assessment Based on Data Provision and Consumption Activities by Sahaporn Sripramong, Chutiporn Anutariya, Patipat Tumsangthong, Theerawat Wutthitasarn, Marut Buranarach

“…The framework adopted the Importance–Performance Analysis (IPA) to identify gaps in an OGD portal. The analysis measured the performance and importance of an OGD portal based on data provision and consumption activities. …”
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Clinical trial transparency and trust: Bridging the gap between data and disclosure by Deepa Chodankar, Arun Bhatt

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Studying Discourse from Corpus and Experimental Data: Bridging the Methodological Gap by Ludivine Crible

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Gap-filling method of measured wind data for passive cooling in Indonesia by Yuda I Wayan Andi, Dzarilarham Shohibu, Nimiya Hideyo, Arya Putra I Dewa Gede, Perdana Reza Bayu, Kubota Tetsu, Lee Han Soo, Alfata Muhammad Nur Fajri

“…This study addresses gaps in wind data using bias-corrected ERA5 reanalysis data and the Monte Carlo method. …”
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Partial-Net: A Method for Data Gaps Reconstruction on Mars Images by Depei Gu, Dingruibo Miao, Jianguo Yan, Zhigang Tu, Jean-Pierre Barriot

“…Data gaps appear in images of the Martian surface taken by the HiRISE camera on Mars orbiter reconnaissance, affecting downstream missions, e.g., terrain analysis. …”
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Trends, Approaches, and Gaps in Scientific Workflow Scheduling: A Systematic Review by Aurelio Vivas, Andrei Tchernykh, Harold Castro

“…This systematic review offers a comprehensive analysis of scheduling algorithms designed for scientific workflows, particularly those handling Big Data. By examining research published between 2010 and 2023, we aim to provide a structured overview of the field, highlighting key trends and identifying existing gaps. …”
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Potential Roles for Science Librarians in Research Data Management: A Gap Analysis by Wade Bishop, Hannah Collier, Ashley Marie Orehek, Monica Ihli

“…The focus of these interviews was research data management support roles. Comparing these two groups’ responses indicates that the role-based responsibilities for research data services are not always clear within institutions and are predominantly placed on individual researchers or research teams, but science librarians may provide some solutions to address this gap. …”
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Legal Gaps in Personal Data Protection: Reforming Indonesia’s Population Administration Law by Ninuk Triyanti, I Gusti Ayu Ketut Rachmi Handayani, Lego Karjoko

“…This study critically examines the existing legal framework for personal data protection within Indonesia’s population administration system. …”
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