Android malware detection method based on deep neural network by Fan CHAO, Zhi YANG, Xuehui DU, Yan SUN

“…Android is increasingly facing the threat of malware attacks.It is difficult to effectively detect large-sample and multi-class malware for traditional machine learning methods such as support vector machine,method for Android malware detection and family classification based on deep neural network was proposed.Based on the comprehensive extraction of application components,Intent Filter,permissions,and data flow,the method performed an effective feature selection to reduce dimensions,and conducted a large-sample detection and multi-class classification for malware based on deep neural network.The experimental results show that the method can conduct an effective detection and classification.The accuracy of binary classification between benign and malicious Apps is 97.73%,and the accuracy of family multi-class classification can reach 93.54%,which is higher than other machine learning algorithms.…”
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Using of Multi-Criteria Decision-Making Methods in Waste Selection by Eren Batu Günaydın, Oğuzhan Turan, Hasan Bilgehan Kaplan, Mehmet Kaan Temiz, Mehmet Pınarbaşı

“…In the results, “Purchase Cost” was found to be the most effective criterion, and “Disposal Method” was found to be the least effective criterion. …”
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Teaching methods for large student groups at a Chinese university by Liudmyla Holubnycha, Ilona Kostikova, Tetiana Besarab, Tetyana Koshechkina

“…The aim of teaching at tertiary level is to reinforce education by developing effective teaching methods and organizational forms as well as enhancing teacher-student interaction. …”
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Research on contribution rate evaluation method based on capability analysis by ZHANG Xuanzi, PAN Taocheng, LIU Tiankun, SUN Lei

“…Aiming at the problem of insufficient fast and effective methods for the equipment contribution rate evaluation,this paper revolves around the requirements of the equipment system demonstration and evaluation, proposes an contribution rate evaluation method based on the combat capability analytical calculation of equipment system according to “mission-ability-equipment” train of thought.Through effective modeling of the mapping and aggregation relationship for equipment performance-system function-combat capability, this method calculates the combat capability of equipment system quickly and effectively based on the equipment performance parameters and system composition, and evaluates the contribution rate of the newly developed equipment to the improvement of the equipment system combat capability. …”
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Assessing genetic diversity and heritability of effective traits on the yield of chickpea (Cicer arietinum L.) under rainfed condition by sayyed Saeed Moosavi, Mohammad Reza Abdollahi, Farzad Kian-ersi, Davood Ahmadi-Dehrashid

“…Materials & Methods In order to identify the most important and effective traits on grain yield this experiment was conducted based on randomized complete block design with three replications in 20 chickpea promising lines under moisture stress condition in 2011-2012. …”
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Classification of methods for measuring current-voltage characteristics of semiconductor devices by Ia. O. Iermolenko

“…With the use of these criteria, the classification scheme of methods for measuring current-voltage characteristics of semiconductor devices is composed and the most effective methods are specified.…”
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Effective Breast Cancer Classification Using Deep MLP, Feature-Fused Autoencoder and Weight-Tuned Decision Tree by Nagham Rasheed Hameed Alsaedi, Mehmet Fatih Akay

“…Our results suggest that this combination model outperforms traditional classification methods, with high accuracy and robust performance across data partitions. …”
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Identifying the Effective Factors in Making Trust in Online Social Networks on the perspective of Iranian experts Using Fuzzy ELECTRE by Elham Haghighi, Gholam Ali Montazer

“…Identifying the effective factors in making trust in social networks is a multi-criteria decision making problem and most of effective factors are ambiguous and uncertain, thereby this article uses Fuzzy ELECTRE to rank them. …”
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Accurate and Effective Data Collection with Minimum Energy Path Selection in Wireless Sensor Networks using Mobile Sinks by Ghaida Muttashar Abdulsahib, Osamah Ibrahim Khalaf

“…In such methods, data collection is effective and efficient in data transfer for an extended WSN lifetime. …”
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EXPERIMENTAL CHECK OF EFFECTIVE MANAGEMENT OF LINKS OF GAS AND SMOKE PROTECTIVE SERVICE AT INTRODUCTION OF SENSORS OF A MOTIONLESS STATE by E. N. Tuzhikov

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Classification Evaluation Method for Complex Reservoirsin Xinglong Structural Belt by LI Xiaofeng, CAI Jun, XIAO Chengwen, CAI Wenyuan, YU Weigao, FU Shaoqing, GUO Yuqing

“…The application of pore structure evaluation index and macroscopic effective pore permeability index has formed a reservoir classification evaluation method with nuclear magnetic pore structure evaluation as the core. …”
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In search of the Somogyi effect by Evgenia Mikhaylovna Patrakeeva, Ksenia Andreevna Solovyova, Natalia Sergeevna Novoselova, Alsu Gafurovna Zalevskaya

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Optimizing Mental Health in Islamic Boarding School Students: Balancing Physical and Mental Endurance for Effective Qur'an Memorization by M Imamul Muttaqin, Muh Hambali, Adawiyah binti Ismail, Mulyadi Mulyadi, M Samsul Hady

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Pleiotropic effects of trimetazidine by O. V. Romashchenko, G. N. Klochkova, E. I. Mukhanova, I. V. Gaivoronskaya

“…To investigate potential pleiotropic effects of trimetazidine (PreductalMB) in patients with stable effort angina. …”
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Simple fabrication and comprehensive evaluation of novel nanocomposite for effective methylene blue dye removal from aqueous media by Asma S. Al-Wasidi, Ehab A. Abdelrahman, Reem K. Shah, Fawaz A. Saad

“…Abstract This study presents the synthesis and evaluation of novel MgO/Ca2PbO4/PbO/C nanocomposites via the Pechini sol–gel method at 600 oC (H600) and 800 oC (H800), for the effective removal of methylene blue (MB) dye from aqueous media. …”
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A Structured AHP-Based Approach for Effective Error Diagnosis in Mathematics: Selecting Classification Models in Engineering Education by Milton Garcia Tobar, Natalia Gonzalez Alvarez, Margarita Martinez Bustamante

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Determination of Factors Effective on the Organization of Dairy Cattle Farms: A Case Study of Van Province of Tuşba District by İbrahim Yıldırım, Mustafa Terin, Kenan Çiftçi, Melike Ceylan, Bekir İlban

“…The study aims at estimating the effect of producers’ socio-economic characteristics and the farm structure on the probability of becoming a member of an agricultural organization. …”
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Computing the COVID-19 Basic and Effective Reproduction Numbers Using Actual Data: SEIRS Model with Vaccination and Hospitalization by Svetozar Margenov, Nedyu Popivanov, Tsvetan Hristov, Veneta Koleva

“…Furthermore, a parameter identification approach has been used to develop a numerical method to compute these numbers for long-term epidemics. …”
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Strategic Integration of Battery Energy Storage Systems for Effective EV Charging Demand Management in Transactive Energy Markets by T. H. M. Sumon Rashid, Md. Rabiul Islam, Md Muminur Rahman Sonic

“…Overall, this novel approach provides an effective framework for DNOs to enhance grid performance while strategically incorporating the economic aspects of BESS, ultimately lowering EV charging costs compared to existing methods.…”
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Effective Strategies for Mitigating the “Bowl” Effect and Optimising Accuracy: A Case Study of UAV Photogrammetry in Corridor Projects by Sara Ait-Lamallam, Rim Lamrani, Wijdane Mastari, Mehdi Kechna

“…The corridor flight missions cause a misalignment of the point cloud called the “bowl” effect. The purpose of this study is to offer a methodology based on statistical compensation methods to mitigate this effect and to improve the accuracy and density of the generated point cloud. …”
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