Mining behavior pattern of mobile malware with convolutional neural network by Xin ZHANG, Weizhong QIANG, Yueming WU, Deqing ZOU, Hai JIN

“…The features extracted by existing malicious Android application detection methods are redundant and too abstract to reflect the behavior patterns of malicious applications in high-level semantics.In order to solve this problem,an interpretable detection method was proposed.Suspicious system call combinations clustering by social network analysis was converted to a single channel image.Convolution neural network was applied to classify Android application.The model trained was used to find the most suspicious system call combinations by convolution layer gradient weight classification activation mapping algorithm,thus mining and understanding malicious application behavior.The experimental results show that the method can correctly discover the behavior patterns of malicious applications on the basis of efficient detection.…”
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RETAIL COMPANIES' DEVELOPMENT DIRECTIONS IN MODERN ECONOMIC CONDITIONS by V. Kurenkova

“…It underscores the needfor providing all-out information support regarding the state of the retail segment of the commodity circulation sphere as a condition for efficient state regulation of various processes in the development of the retail trade infrastructure.…”
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Study on detecting methods for apple stem and defected surface with computer vision by ZHANG Wen-ying, YING Yi-bin

“…The tests proved that the method for detecting defected surface was efficient.…”
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DEBATING ABOUT SITUATIONAL LEADERSHIP by Carmen CÎRSTEA, Dumitru Constantinescu

“…The importance of this process is reflected in the productivity of the organization. …”
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3D Cadastre for Land Administration: Some issues about the Moroccan context by Rafika HAJJI

“… With the fast world population growing, the efficient use of land properties became of great necessity. …”
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An Intelligent Smart Dynamic Feature Analysis Based Approach by Utilizing Deep Learning to Improve the Breast Cancer Detection by Seong-O Shim, Lal Hussain, Eesa Alsolami, Monagi H. Alkinani

“…The benefits of proposed system are that it can deliver a more efficient, precise, and possibly cost-effective diagnostic tool for breast cancer. …”
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VANTAGE: An open‐source application for visualisation, navigation and analysis of video and ancillary time‐series data in bio‐logging studies by Stefan Schoombie, Tagen deWet, Stefan Britz, Andrew D. Lowther, W. Chris Oosthuizen

“…VANTAGE allows the integration of video and other time‐series data recorded at the same time, allowing more efficient analysis and labelling of the data. Bio‐logging studies often use data from multiple loggers, and analysing these data can be challenging when not properly synchronised. …”
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Degradation of bisphenol A using a MOF@COF-modified polyacrylonitrile ultrafiltration membrane by Chloe G Hahn, Soraya P Malinga, Thollwana A Makhetha

“…Certain endocrine disrupting chemicals, such as Bisphenol A were found to persist in water after conventional water treatment processes due to their hydrophobicity and stability. This necessitates efficient removal methods due to a variety of limitations in conventional water treatment processes, such as harmful byproducts, saturation, and membrane fouling. …”
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A structural analysis of ordered Cs3Sb films grown on single crystal graphene and silicon carbide substrates by C. A. Pennington, M. Gaowei, E. M. Echeverria, K. Evans-Lutterodt, A. Galdi, T. Juffmann, S. Karkare, J. Maxson, S. J. van der Molen, P. Saha, J. Smedley, W. G. Stam, R. M. Tromp

“…Alkali antimonides are well established as high efficiency, low intrinsic emittance photocathodes for accelerators and photon detectors. …”
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Machine Learning Aided Tapered Four-Port MIMO Antenna for V2X Communications With Enhanced Gain and Isolation by Nagesh Kallollu Narayanaswamy, Yazeed Alzahrani, Krishna Kanth Varma Penmatsa, Ashish Pandey, Ajay Kumar Dwivedi, Vivek Singh, Manoj Tolani

“…By leveraging machine learning, the final design was achieved more efficiently, significantly reducing the simulation time and enabling more precise parameter tuning for optimal performance. …”
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Construction of time series prediction and dynamic evaluation model for environmental factors in pregnant sow houses in winter by Xuehan Li, Jia Shen, Xiaoping Yang, Pengcheng Nie, Yiming Li, Zhe Li, Yawen Tan, Ziyi Li

“…With the expansion of large-scale livestock farming, effective monitoring and control of the pigpen environment have become essential for enhancing efficiency and ensuring animal health. However, the precise control of multiple environmental factors remains a significant challenge. …”
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Geophysical characterization methods for sweet spots in shale oil: A case study of Niuzhuang Subsag in Shengli Oilfield by ZHANG Qiang, WANG Jing, ZHOU Haiting, LÜ Shichao

“…In this paper， the anisotropy of the reflection coefficient of P-wave was theoretically analyzed. …”
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Patient-Generated Collections for Organizing Electronic Health Record Data to Elevate Personal Meaning, Improve Actionability, and Support Patient–Health Care Provider Communicatio... by Drashko Nakikj, David Kreda, Karan Luthria, Nils Gehlenborg

“…This prevents patients from efficiently reviewing, exploring, and making sense of their EHR data based on current or ongoing health issues. …”
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“Involuntary Photogrammetry”: rescuing 3D geometric information from library pictures by Pablo Aparicio Resco, Juan D. Carmona Barrero, Miguel Fernández Díaz, Pere M. Martín Serrano

“…Nowadays digital photogrammetry has become one of the most efficient techniques for Heritage documentation. The creation of three-dimensional models from images taken with digital cameras is the usual procedure. …”
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Les mobilités émergentes après la Grande Récession : du vélo partagé à la trottinette électrique. Le cas de la ville de Saragosse (Espagne) by Carlos López-Escolano, Ángel Pueyo Campos

“…The effects of the Great Recession and current technological developments influence the attitudes and patterns of mobility in urban and metropolitan areas. They reflect the situation of precarious employment and living conditions, cultural and social changes or the spread of new modes of travel. …”
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Distributed and Fault-Tolerant Routing for Borel Cayley Graphs by Junghun Ryu, Eric Noel, K. Wendy Tang

“…BCGs are known to be an efficient topology in interconnection networks because of their small diameters, short average path lengths, and low-degree connections. …”
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SCENARIO FORECASTING REVENUE MANAGEMENT STRATEGY FOR UKRAINIAN HOTELS by Margaryta Boiko, Myroslava Bosovska, Mariia Kulyk, Nadiia Vedmid

“… An organizational mechanism for revenue management implementing is proposed: monitoring and analytics of metrics for efficient adaptation; dynamic pricing and market segmentation; partnerships and staff motivation. …”
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Participatory Democracy in Reforming the Way of Political Organization of Contemporary Society - European Models by Валентина Урсу

“…Active citizenship, generated by civic culture, and participatory democracy organize the principles of claiming and securing the rights of the poor and the excluded, the formation of efficient national systems that sufficiently reflect the particularities of contemporary processes. …”
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Contributos para uma gestão integrada dos acervos nos museus portugueses by Conceição Serôdio

“…This integrated vision has implied a stronger focus about the informative potentialities of collections, contributing to a more efficient management in museums. It is within this context that the Grupo de Trabalho de Sistemas de Informação em Museus (GT-SIM), created in 2012, develops its main actions in Portugal. …”
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Perception of people with type 2 diabetes mellitus concerning an educational health process by Aliny Lima Santos, Hellen Pollyanna Mantello Cecílio, Sonia Silva Marcon

“…There were 12 meetings entitled “reflective-educational process”, based on the theoretical and methodological strategy of the Culture Circles. …”
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