Auto forensic detecting algorithms of malicious code fragment based on TensorFlow by Binglong LI, Jinlong TONG, Yu ZHANG, Yifeng SUN, Qingxian WANG, Chaowen CHANG

“…In order to auto detect the underlying malicious code fragments in complex，heterogeneous and massive evidence data about digital forensic investigation, a framework for malicious code fragment detecting algorithm based on TensorFlow was proposed by analyzing TensorFlow model and its characteristics.Back-propagation training algorithm was designed through the training progress of deep learning.The underlying binary feature pre-processing algorithm of malicious code fragment was discussed and proposed to address the problem about different devices and heterogeneous evidence sources from storage media and such as AFF forensic containers.An algorithm which used to generate data set about code fragments was designed and implemented.The experimental results show that the comprehensive evaluation index F₁of the method can reach 0.922, and compared with CloudStrike, Comodo, FireEye antivirus engines, the algorithm has obvious advantage in dealing with the underlying code fragment data from heterogeneous storage media.…”
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La ‘géographie appliquée’ au service de l’expansion allemande avant 1914 by Philippe Alexandre

“…With the help of the Emperor and the appropriate diplomatic staff some researchers launched into expeditions designed to collect data and various information likely to bring to light some areas in which German trade and power were expected to develop. …”
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An Improved Gaussian Mixture CKF Algorithm under Non-Gaussian Observation Noise by Hongjian Wang, Cun Li

“…In order to solve the problems that the weight of Gaussian components of Gaussian mixture filter remains constant during the time update stage, an improved Gaussian Mixture Cubature Kalman Filter (IGMCKF) algorithm is designed by combining a Gaussian mixture density model with a CKF for target tracking. …”
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Bitcoin, Libra and Central Bank Digital Currencies — Elements of a New Monetary System? by Jonas Groß, Bernhard Herz, Jonathan Schiller

“…Abstract After the launch of Bitcoin in 2008 and the subsequent introduction of more than 6,600 cryptocurrencies, a new wave of innovative payment projects is currently on its way, including innovations like Libra — designed as a supranational stable coin — and central bank digital currencies (CBDCs). …”
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Diagnosis and Management of the Overlap Syndromes of Autoimmune Hepatitis by Albert J Czaja

“…These cholestatic phenotypes have been designated ‘overlap syndromes’.…”
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La invención de la Historia de la Arquitectura by Horacio Caride Bartrons

“… Designing Antiquity. Owen Jones, Ancien Egypt and the Crystal Palace. …”
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A Survey of Prelicensure Pain Curricula in Health Science Faculties in Canadian Universities by Judy Watt-Watson, M McGillion, J Hunter, M Choiniere, AJ Clark, A Dewar, C Johnston, M Lynch, P Morley-Forster, D Moulin, N Thie, CL von Baeyer, K Webber

“…OBJECTIVE: The present exploratory, descriptive study aimed to determine the designated time for mandatory pain content in curricula of major Canadian universities for students in health science and veterinary programs before being licensed.…”
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Influence of various factors on the steel oxidizing process during heating in open-flame furnaces by S. M. Kozlov, V. I. Timoshpolsky, I. A. Trusova, V. V. Filippov, P. E. Ratnikov

“…Application of the magistral asymptotic optimization method for optimal thermal technologies designing in respect of scaling is grounded.…”
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FOOD IMPORT REGULATION IN RUSSIA IN THE CONDITIONS OF SANCTIONS by M. V. Mintusov

“…The directions of state regulation of import in the conditions of sanctions are designated.…”
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Object-oriented programming learning environment by Joana Lipeikienė

“…Programming language C++ for Windows learning environment designed by the author is described. …”
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TECHNOLOGICAL COMPLEX OF EQUIPMENT FOR REFINING AND CASTING OF STEEL AND ALLOYS IN THE FOUNDRY AND STEEL INDUSTRIES by V. I. Zolotukhin, E. I. Gordeev, A. G. Golovko, D. A. Provorotov

“…Vulcan TM is a small innovative company, specializing in the manufacture of steel and alloys casting systems and refractory accessories.Available for foundry and metallurgical industries, special technological equipment, designed and manufactured by LLC NPP “Vulkan-TM.”…”
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DEVELOPMENT OF TREAD ON THE BASIS OF COLOR ALLOYS RECYCLED IRON-CARBON ALLOYS PROTECTION FROM CORROSION by A. A. Pivovarchyk, V. D. Povidajko, A. M. Mikhaltsov

“…The results of research on the effectiveness of the tread designed to protect the alloy composition.…”
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A General System for Automatic Biomedical Image Segmentation Using Intensity Neighborhoods by Cheng Chen, John A. Ozolek, Wei Wang, Gustavo K. Rohde

“…While extensively researched, generally, current segmentation methods perform adequately in the applications for which they were designed, but often require extensive modifications or calibrations before being used in a different application. …”
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Artificial Intelligence‐Enhanced Metamaterial Bragg Multilayers for Radiative Cooling by David Osuna Ruiz, Maite Aznarez‐Sanado, Pilar Herrera‐Plaza, Miguel Beruete

“…This investigation provides with optimal designs of beyond‐Bragg, all‐dielectric, ultra‐broadband mirrors that provide net cooling powers in the order of ≈100 W m−2, similar to the best‐performing structures in literature. …”
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Crankshaft Wear Fault Detection Method for Welding Robot Reducer based on Belief Rule Base Inference by Xiaobing Wang, Xu Weng, Zhuangzhuang Zhao, Yu Hu, Tianzhen Wang, Xiaobin Xu, Jianning Li

“…Finally， using the measured torque data to verify the proposed method， it shows that the designed BRB fault detection method can largely replace the maintenance engineer to realize the automatic detection of the faults.…”
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EMPLOYING LOCAL WISDOM BASED SHORT STORIES FOR TEACHING ENGLISH AT ELEMENTARY SCHOOL by Aninda Nidhommil Hima, Rosalin Ismayoeng Gusdian

“…In regard to the issue, this community service project was designed to upgrade the teachers' ability in designing English short stories book as their teaching material as well as teaching the stories in the classrooms. …”
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Lidar Network for Temperature and Wind Measurements in the Mesosphere and Lower Thermosphere Region by Y. Yang, F. Li, X. Cheng, G. Yang, D. Lyu, X. Lin, L. Liu, X. Fang, J. Zheng, L. Du, W. Wang, L. Ren, J. Wang, J. Liang, K. Ji, L. Xu, Z. Chen, K. Ji, H. Zheng, X. Wang, Y. Wang, J. Jiao, X. Wang, X. Xue, Y. Xia, Y. Li, Z. Lin, L. Chen, Z. Chen, J. Xu, G. Li, L. Hu, S. Gong

“…Five narrowband sodium lidar systems are deployed across various regions in China, designed and developed based on similar principles and structures. …”
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Adaptive Fuzzy Cooperative Control for Nonlinear Multiagent Systems with Unknown Control Coefficient and Actuator Fault by Xin Deng, Xiaoping Liu, Yang Cui, Cungen Liu

“…It is demonstrated that all the signals in nonlinear multiagent systems are bounded by designing adaptive fuzzy containment controller, and all followers can converge to the convex hull built by the leaders. …”
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Research on Hub-and-Spoke Transportation Network of China Railway Express by Yinying Tang, Si Chen, Guangyu Lu, Qisheng Zhang

“…Furthermore, a Lagrangian relaxation heuristic algorithm was designed to solve the model built for CR Express transportation network. …”
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