Big Earth data processing using machine learning for integrated mapping of the dead sea fault, Jordan by Polina Lemenkova

“… In this research, an integrated framework on the big Earth data analysis has been developed in the context of the geomorphology of Jordan. …”
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Time Series Remote Sensing Image Classification with a Data-Driven Active Deep Learning Approach by Gaoliang Xie, Peng Liu, Zugang Chen, Lajiao Chen, Yan Ma, Lingjun Zhao

“…On the PASTIS dataset, when the initial number of samples was 1000 after our method selected and labeled 2000 samples, an accuracy improvement of 4.89% was achieved. Our code is available in Data Availability Statement.…”
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Big Earth data processing using machine learning for integrated mapping of the dead sea fault, Jordan by Polina Lemenkova

“… In this research, an integrated framework on the big Earth data analysis has been developed in the context of the geomorphology of Jordan. …”
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Unsupervised clustering for sepsis identification in large-scale patient data: a model development and validation study by Na Li, Kiarash Riazi, Jie Pan, Kednapa Thavorn, Jennifer Ziegler, Bram Rochwerg, Hude Quan, Hallie C. Prescott, Peter M. Dodek, Bing Li, Alain Gervais, Allan Garland

“…The two current identification approaches use codes from administrative data, or electronic health record (EHR)-based algorithms such as the Center for Disease Control Adult Sepsis Event (ASE); both have limitations. …”
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The NANOGrav 15 Yr Data Set: Removing Pulsars One by One from the Pulsar Timing Array by Gabriella Agazie, Akash Anumarlapudi, Anne M. Archibald, Zaven Arzoumanian, Jeremy G. Baier, Paul T. Baker, Bence Bécsy, Laura Blecha, Adam Brazier, Paul R. Brook, Sarah Burke-Spolaor, J. Andrew Casey-Clyde, Maria Charisi, Shami Chatterjee, Tyler Cohen, James M. Cordes, Neil J. Cornish, Fronefield Crawford, H. Thankful Cromartie, Kathryn Crowter, Megan E. DeCesar, Paul B. Demorest, Heling Deng, Lankeswar Dey, Timothy Dolch, Elizabeth C. Ferrara, William Fiore, Emmanuel Fonseca, Gabriel E. Freedman, Emiko C. Gardiner, Nate Garver-Daniels, Peter A. Gentile, Kyle A. Gersbach, Joseph Glaser, Deborah C. Good, Lydia Guertin, Kayhan Gültekin, Jeffrey S. Hazboun, Ross J. Jennings, Aaron D. Johnson, Megan L. Jones, Andrew R. Kaiser, David L. Kaplan, Luke Zoltan Kelley, Matthew Kerr, Joey S. Key, Nima Laal, Michael T. Lam, William G. Lamb, Bjorn Larsen, T. Joseph W. Lazio, Natalia Lewandowska, Tingting Liu, Duncan R. Lorimer, Jing Luo, Ryan S. Lynch, Chung-Pei Ma, Dustin R. Madison, Alexander McEwen, James W. McKee, Maura A. McLaughlin, Natasha McMann, Bradley W. Meyers, Patrick M. Meyers, Hannah Middleton, Chiara M. F. Mingarelli, Andrea Mitridate, Christopher J. Moore, Cherry Ng, David J. Nice, Stella Koch Ocker, Ken D. Olum, Timothy T. Pennucci, Benetge B. P. Perera, Nihan S. Pol, Henri A. Radovan, Scott M. Ransom, Paul S. Ray, Joseph D. Romano, Jessie C. Runnoe, Alexander Saffer, Shashwat C. Sardesai, Ann Schmiedekamp, Carl Schmiedekamp, Kai Schmitz, Brent J. Shapiro-Albert, Xavier Siemens, Joseph Simon, Magdalena S. Siwek, Sophia V. Sosa Fiscella, Ingrid H. Stairs, Daniel R. Stinebring, Kevin Stovall, Abhimanyu Susobhanan, Joseph K. Swiggum, Stephen R. Taylor, Jacob E. Turner, Caner Unal, Michele Vallisneri, Alberto Vecchio, Sarah J. Vigeland, Haley M. Wahl, Caitlin A. Witt, David Wright, Olivia Young

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Improved database of public-private partnerships from World Bank with imputed economic, institutional and conflict data.ZENODO by Marta Fernández-Olmos, Jorge Fleta-Asín, Talía Gómez-Aguas, Fernando Muñoz, Carlos Sáenz-Royo

“…However, the original dataset includes imputed macro-level data for the countries that is outdated, lacks assigned ISO country codes, and is not linked to other standard country-level variables necessary for proper analysis and control by territory. …”
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HitIct:Chinese corpus for the evaluation of lossless compression algorithms by CHANG Wei-ling1, YUN Xiao-chun2, FANG Bin-xing1, WANG Shu-peng2

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HitIct:Chinese corpus for the evaluation of lossless compression algorithms by CHANG Wei-ling1, YUN Xiao-chun2, FANG Bin-xing1, WANG Shu-peng2

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OpenClustered: an R package with a benchmark suite of clustered datasets for methodological evaluation and comparison by Nathaniel Sean O’Connell, Jaime Lynn Speiser

“…We demonstrate the use of OpenClustered with a small benchmarking study comparing Frequentist and Bayesian implementations of generalized linear mixed models. All code and data are contained on the OpenClustered GitHub page. …”
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A Game-Theoretic Analysis of Multiple Protocol Data Flows in Hierarchical M2M Communication Networks by Gang Wang, Jie Leng, Lin Bai

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Boost-Classifier-Driven Fault Prediction Across Heterogeneous Open-Source Repositories by Philip König, Sebastian Raubitzek, Alexander Schatten, Dennis Toth, Fabian Obermann, Caroline König, Kevin Mallinger

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Presenting the Model of Aligning the Individual Development Program (IDP) with the Career Path, Based on the Foundation's data-theorizing Approach by Ali Kafami Ladani, Abdolali Keshtegar, Aleme Keikha

“…Also, since the success of the organization depends on the realization of the goals and needs of the individual and the organization in a balanced manner, and the methods proposed (individual development program and career path planning) each emphasize only one dimension (individual and organization), and it seems that the application of each alone will not lead to the realization of the desired results of the organization, And on the other hand, considering the studies conducted in the field and the lack of a comprehensive model that examines the individual's development plan in line with the needs of the organization, the results of this research will help organizations create a better fit between the job and the employee, ultimately leading to the efficiency and effectiveness of organizational activities.Case study The statistical population of this study consisted of 16 academic experts, scholars, and consultants in the field of human resources.Materials and Methods The sampling method for this research was non-probability and purposive, and data were collected using a semi-structured interview approach.Discussion and Results After conducting the initial semi-structured interviews, a set of initial themes was collected during the open coding process and categories were extracted from them; then, in the axial coding stage, the link between these categories was determined under the headings of causal conditions, axial phenomenon, strategies, contextual factors, intervening conditions, and consequences of aligning the individual development program with the career path in the form of the axial coding paradigm; and then, in the selective coding stage, the storyline was drawn and the initial model was calculated.ConclusionThe results showed that the causal factors for aligning the individual development program with the career path are: the necessity of job-employee fit, lack of structure in the learning and development process, speed of change, reduction in key organizational capabilities, and reduction in employee organizational belonging. …”
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A New Energy-Efficient Data Transmission Scheme Based on DSC and Virtual MIMO for Wireless Sensor Network by Na Li, Liwen Zhang, Bing Li

“…DSC-MIMO compresses the source data using distributed source coding before transmitting, which is different from the existing communication schemes. …”
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Simulation of the distribution symbols number in the binary delta - modulation signal by H. A. Gomtsyan

“…The possibilities of using delta-modulation as analog-to-digital converter in the first stage in the new cascade coding structure for digital data processing systems are developed. …”
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The importance of redistribution process of ill-defined deaths in national mortality database by Aline Scohy, Tina Lesnik, Brecht Devleesschauwer, Romana Haneef

“…The majority of the IDDs were redistributed using predefined ICD-10 codes (14%), followed by package redistribution using MCOD data (11%) in Belgium and French database, whereas this redistribution was 7% and 10% for Slovenia database, respectively. …”
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Law Enforcement of Cybercrime: Tracking Digital Footprints of Cross-Border Hackers by Idham Qrida Nusa, Bambang Sugiri, Yuliati Yuliati, Faizin Sulistio

“…The results of data theft crimes which are stored in cloud storage, make digital evidence difficult to be seized, nothing can be used as evidence. …”
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Participatory Budgeting in Local Governments:The case of kabale district local government, uganda by Eton, Marus, Perpetua, Arinaitwe, Fabian, Mwosi, Benard, Patrick Ogwel, Arthur, Sunday, Labson, Turyamushanga

“…The study adopted self-administered questionnaires and interview guides to collect data. Frequencies and percentages were used to analyze quantitative data while direct quotes from interviews supported qualitative analysis. …”
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BUILDING THE AIR DEFENSE COVERT INFORMATION AND MEASURING SYSTEM BASED ON ORTHOGONAL CHAOTIC SIGNALS by Kostantiv Vasyuta, Fedor Zots, Irina Zakharchenko

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Toward the Bayesian brain: a generative model of information transmission by vestibular sensory neurons by Michael G. Paulin, Kiri F. Pullar, Larry F. Hoffman

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Application and realization of key technologies in China railway e-ticketing system by Xinghua Shan, Zhiqiang Zhang, Fei Ning, Shida Li, Linlin Dai

“…Design/methodology/approach – Research in key technologies is conducted including synchronization technique in distributed heterogeneous database system, the grid-oriented passenger service record (PSR) data storage model, efficient access to massive PSR data under high concurrency condition, the linkage between face recognition service platforms and various terminals in large scenarios, and two-factor authentication of the e-ticket identification code based on the key and the user identity information. …”
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