Reinforcement learning-based real-time video streaming control and on-device training research by Huanhuan ZHANG, Anfu ZHOU, Huadong MA

“…Service platforms centered on the Internet of things and mobile Internet are in accelerating process.Hundreds of millions of end-users communicate through network real-time video services, which have become an irreplaceable core tool in human’s digital life.However, the Internet is becoming dynamic, and heterogeneous, which imposes stringent requirements on real-time video streaming control technology.Moreover, the QoE of real-time video is not satisfactory.An adaptive reinforcement learning-based video intelligent transmission algorithm was designed, which can deal with heterogeneous network environment.And then, an effective end-to-end on-device training framework was designed to decrease server overhead, and a detailed evaluation and analysis on the neural network design and structure was provided.Experimental results show that the proposed algorithm can effectively predict heterogeneous network bandwidth, and reduces the bandwidth prediction error by 48.48%, comparing with the representative streaming control algorithm.The effective bandwidth prediction can further improve the user QoE, such as improving the video fluency by 60.65%, and improving the video quality by 16.52%.Besides, the analysis can provide empirical insights for further study, and holds potential to push the development of intelligent video applications.…”
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European University Initiative in the Context of Digital Transformation: A Discussion Paper by Morawska Joanna, Carayannis Elias G.

“…With the purpose to build inter-university campuses, joint degree programmes, support seamless mobility, strengthen socially relevant research, promote sustainability etc., they also have become the lighthouses of the green and digital transformations. …”
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Smart Power Management and Delay Reduction for Target Tracking in Wireless Sensor Networks by Juan Feng, Baowang Lian, Hongwei Zhao

“…Energy efficiency and data transmission delay are critical issues for mobile target tracking wireless sensor networks, in which abundant sensor nodes are deployed to collect the target information from the sensing field. …”
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Real-Time Forestry Pest Detection Method Based on Enhanced Feature Fusion with Deep Learning by Rui Li, Tong Liu, Yalu Ren

“…Based on the TTFNet method, a mobile feature extraction network is introduced, and the effective feature weights are increased by one-dimensional convolution before feature output to suppress invalid features. …”
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Performance Comparison of Cherry Tomato Ripeness Detection Using Multiple YOLO Models by Dayeon Yang, Chanyoung Ju

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SIGMA: Wireless System with Geolocation for Environmental Monitoring by Christian Tipantuña, Jeaneth Acero, Christian Reyes, Danny S. Guamán, José Estrada-Jiménez

“…The system comprises two subsystems: a transmitter (mobile) and a receiver (fixed). The transmitter unit has been installed in a public transport vehicle (a taxi or any public transportation), which allows the acquisition of environmental parameters such as carbon monoxide, ozone, nitrogen, temperature, humidity, geographic location, time, and date. …”
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Joint Educational Programs of Russia and China: Status and Problems of Implementation by T. L. Guruleva

“…The author comes to a conclusion that the legislation framework in the sphere of joint educational programs should include the following items: enrolment rules for foreign students in Russian universities; mechanisms of recognition of mobility periods and credits transfer for foreign participants of joint programs, migration rules of short-term courses.…”
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THE PROFILE OF DISTAL RADIUS FRACTURE COLLES' TYPE AT DR. SOETOMO HOSPITAL IN 2013 by Devina Gabriella Nugroho, Sulis Bayusentono, Nancy Margaritta Rehatta

“…The fracture cases become increase because the rapid development of transportation and human mobility today is not offset by good vigilance in conducting the activity. …”
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A rapid preparative method for the purification of vitamin E acetate by kinetic reverse phase chromatography by Umesh M Ingle, Arvind M Lali

“…The bed height of 170 cm with isocratic mobile phase of 2% (wt/wt) water in methanol provides 98 wt.% purity of VEA with recovery of 90%. …”
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Training Program to Modify Manual Wheelchairs to Simplified Power Wheelchairs for Community Dwelling Elderly People and Caregivers by Suchitporn Lersilp, Supawadee Putthinoi, Theeratorn Lersilp, Kewalin Panyo, Autchariya Punyakaew

“…Mobility aids, particularly power wheelchairs, are necessary for elderly individuals who have health problems and disabilities. …”
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Design and Construction of Gas Leakage and Detection System in Homes/ Industries. by Waiswa, Hashimu

“…When LPG concentration in the air exceeds the set threshold, the system irninedic1kly <1ler1s the user by cc1lling and sending SMS to a specified mobile number stored on the microcontroller and activates the alarm buzzer simultaneously. displaying the information on an LCD. …”
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Comparing the difference in enhancement of kokumi-tasting γ-glutamyl peptides on basic taste via molecular modeling approaches and sensory evaluation by Juan Yang, Jing Guo, Ruijie Mai, Hao Dong, Chun Cui, Xiaofang Zeng, Weidong Bai

“…Thereinto, γ-glutamyl alanine (γ-EA) displayed the highest affinity for the two receptors through mobilizing multiple amino acid residues to form hydrophobic and hydrogen bonds, indicating it had the highest enhancement for umaminess and sweetness among these peptides. …”
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Development of Simple Analytical Method for B-Group Vitamins in Nutritional Products: Enzymatic Digestion and UPLC-MS/MS Quantification by Quang Huy Nguyen, Anh Quoc Hoang, Thi My Hanh Truong, Thi Diu Dinh, Thi Thuy Le, Thi Huyen Trang Luu, Viet Chien Dinh, Thi Minh Thu Nguyen, Thi Trang Vu, Thi Anh Huong Nguyen

“…The LC-MS/MS conditions such as MS transitions, mobile phase programs, and ammonium formate buffer concentrations, and sample treatment procedures (e.g., concentrations of buffer solution, digestion temperature, and digestion time) were investigated. …”
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A Novel Complementary Method for the Point-Scan Nondestructive Tests Based on Lamb Waves by Rahim Gorgin, Zhanjun Wu, Yuebin Zheng

“…A0 mode of Lamb wave was generated and collected using a mobile handmade transducer set at each area. Subsequently, a damage presence probability index (DPPI) based on the energy of captured responses was defined for each area. …”
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A randomized block policy gradient algorithm with differential privacy in Content Centric Networks by Lin Wang, Xingang Xu, Xuhui Zhao, Baozhu Li, Ruijuan Zheng, Qingtao Wu

“…Policy gradient methods are effective means to solve the problems of mobile multimedia data transmission in Content Centric Networks. …”
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Automated Creation and Provisioning of Decision Information Packages for the Smart Factory by Eva Hoos, Pascal Hirmer, Bernhard Mitschang

“…In recent years, Industry 4.0 emerges as a new trend, enabling the integration of data-intensive cyber physical systems, Internet of Things, and mobile applications, into production environments. …”
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Predicting deep-seated landslide displacement on Taiwan's Lushan through the integration of convolutional neural networks and the Age of Exploration-Inspired Optimizer by J.-S. Chou, H.-M. Nguyen, H.-P. Phan, K.-L. Wang

“…Our approach demonstrates exceptional forecasting capabilities by utilizing 8 years of comprehensive data – including displacement, groundwater levels, and meteorological information from the Lushan (mountainous) region in Taiwan. The AEIO–MobileNet model precisely predicts imminent deep-seated landslide displacement with a mean absolute percentage error (MAPE) of 2.81 %. …”
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Improved CenterNet for Accurate and Fast Fitting Object Detection by Huimin He, Qionglan Na, Dan Su, Kai Zhao, Jing Lou, Yixi Yang

“…Firstly, the lightweight MobileNetV3 is introduced into CenterNet to extract multi-scale features of different layers. …”
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Rescue RM/CS-AKI by blocking strategy with one-dose anti-myoglobin RabMAb by Xinyue Wang, Ning Li, Lu Han, Ou Qiao, Xin Chen, Pengtao Wang, Lancao Zhang, Yingjie Hou, Fengjiao Bao, Herui Hao, Sania Saeed, Li Zhang, Zizheng Li, Xiaohong Duan, Shuquan Rao, Zichuan Liu, Yanhua Gong

“…Here, based on the concept of creating a “mobile barrier”, we develop an anti-Mb rabbit monoclonal antibody (RabMAb) with high specificity, affinity, stability, and broad species reactivity. …”
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Influence of Coal Mining Activities on Soil's Agrochemical and Biochemical Properties by Svetlana Ivanova, Anna Vesnina, Nataly Fotina, Alexander Prosekov

“…All samples exceeded the background values of mobile forms of zinc, manganese, copper, lead, nickel, chromium, and cobalt. …”
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