Human expert grading versus automated quantification of fluid volumes in nAMD, DME and BRVO by Felix Goldbach, Bianca S. Gerendas, Oliver Leingang, Thomas Alten, Alexandros Bampoulidis, Jonas Brugger, Hrvoje Bogunovic, Amir Sadeghipour, Ursula Schmidt-Erfurth

“…For nAMD/DME /BRVO in the central millimeter: the overall concordance for the detection of IRF and SRF between the algorithm and manual grading reached an AUC of 0.94/0.92/0.98 and 0.89/0.95/0.92, respectively. …”
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A Distributed Cooperative Guidance Law with Prescribed-Time Consensus Performance by Chao Ou, Ao Shen, Zhongtao Cheng, Yaosong Long

“…This paper proposes a prescribed-time convergent distributed cooperative guidance law that enables aircraft to reach the same location in a cooperative manner in both undirected and directed communication topologies. …”
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Making virtual learning environment more intelligent: application of Markov decision process by Dalia Baziukaitė

“…The best way of action is to reach the goal state with maximum return available. …”
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An assessment of the long-term change of the Mersin west coastline using digital shoreline analysis system and detection of pattern similarity using fuzzy C-means clustering by Ozcan Zorlu, Lutfiye Kusak

“…A Support Vector Machine (SVM) classification algorithm was applied to distinguish land from water. …”
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Research on Fault Diagnosis Method of High-Speed EMU Air Compressor Based on ICEEMDAN and Wavelet Threshold Combined Noise Reduction by Liqiang Peng, Akang Guo, Shuzhao Zhang

“…The t-SNE manifold learning algorithm is applied for secondary feature extraction, creating an MPGA-SVM (Multi-Objective Genetic Algorithm-Support Vector Machine) fault diagnosis model. …”
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A speech compression method without utilizing signal prediction by Ikuo Matsuo, Kazuo Ueda, Yoshitaka Nakajima

“…This algorithm preserves the naturalness of speech and is easy to grasp intuitively.…”
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Simplified white shark with centroid DBN for urban waste management in smart cities by Abhijeet R. Raipurkar, Manoj B. Chandak, Sunita G. Rawat

“…The suggested algorithm considerably boosts waste management performance by increasing classification accuracy, efficiency and sensitivity which reaches a maximum of 99.78 %, 99.34 %, 97.69 %, and the minimum error rate of 0.182.…”
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Joint User Association, Power Allocation and Beamforming for NOMA-Based Integrated Satellite–Terrestrial Networks by Peizhe Xin, Zihao Fu, Zhiyi Chen, Jing Jiang, Jing Zou, Yu Zhang, Xinyue Hu

“…Furthermore, the overall system performance reaches its optimum when the number of UEs in the system matches the number of receive antennas at the APs.…”
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Research on Sensitivity Improvement Methods for RTD Fluxgates Based on Feedback-Driven Stochastic Resonance with PSO by Rui Wang, Na Pang, Haibo Guo, Xu Hu, Guo Li, Fei Li

“…Simulink is used to construct the sensor model of odd polynomial feedback control, and the Particle Swarm Optimization (PSO) algorithm is used to optimize the coefficients of the feedback function so that the sensor reaches a resonance state, thus reducing the noise interference and improving the sensitivity of the sensor. …”
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Blind frequency tracking based on time-domain spreading for MB-OFDM-UWB systems by Li-jun GE, Hong WU

“…A blind carrier frequency offset (CFO) tracking algorithm based on time-domain spreading (TDS) was proposed for multiband orthogonal frequency division multiplexing ultra wide band systems.The scheme uses data symbols and the mapped TDS ones to develop time and frequency-domain estimators and tracking loops respectively.Simulation results indicate that the proposed scheme has a better performance in tracking accuracy than pilots-aided ones.Under the SNR of 10dB,the mean square root errors of the residual CFO reach 2 10^-4,and the bit error rate of the system is 10^-6× of magnitude.…”
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A Gradient-Based Interior-Point Method to Solve the Many-to-Many Assignment Problems by Nitish Das, P. Aruna Priya

“…Then, the logarithmic barrier function (LBF) based gradient descent approach is executed to reach an accurate solution. Experiments have been performed to validate the practical implementation of the proposed algorithm. …”
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Electroencephalogram of Happy Emotional Cognition Based on Complex System of Music and Image Visual and Auditory by Lin Gan, Mu Zhang, Jiajia Jiang, Fajie Duan

“…Experimental data shows that, by adjusting the parameters of the convolutional neural network, the highest accuracy of the two-classification algorithm can reach 98.8%, and the average accuracy can reach 83.45%. …”
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A Novel Approach to Pine Nut Classification: Combining Near-Infrared Spectroscopy and Image Shape Features with Soft Voting-Based Ensemble Learning by Yueyun Yu, Xin Huang, Danjv Lv, Benjamin K. Ng, Chan-Tong Lam

“…The final classification accuracy reached 99.95%, representing a 2.9% improvement over single-spectral-mode analysis. …”
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Research on data management technology of shearer based on protocol matching and data compression by Zhongbin WANG, Dong WEI, Lei SI, Chaoquan LIANG, Chao TAN, Yihui ZHAO

“…The experimental results show that: the similarity calculation method of shearer communication protocol based on sub-tree matching proposed in this paper is consistent with the expert reference value, and the protocol matching coincidence can reach 100%. The proposed data compression algorithm for shearer achieves 99.16% and 91.80% compression rates for switching and analog data, respectively.…”
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Optimal High-Speed Railway Timetable by Stop Schedule Adjustment for Energy-Saving by Dingjun Chen, Sihan Li, Junjie Li, Shaoquan Ni, Xiaolong Liu

“…The fuzzy mathematics programming method is used to design an efficient algorithm. The proposed model and algorithm are demonstrated in the actual operation data of Beijing-Shanghai high-speed railway. …”
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Fuzzy Encryption Search Scheme and Data Verification Mechanism Based on Blockchain by Kuan Li

“…First, privacy protection of the raw data is achieved through a hierarchical Mini Batch K-Means clustering algorithm and locally sensitive hash functions. Second, the study proposes a blockchain data verification mechanism that employs a fuzzy encryption search scheme, in conjunction with cloud storage and a fuzzy encryption algorithm. …”
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OPTIMIZATION OF AUTOMOBILE TRANSPORTATION COSTS IN INDUSTRIAL ENTERPRISE by V. M. Kurganov, V. N. Mukayev, M. V. Gryaznov

“…The following results are reached:-              having scientific novelty: criterion of optimality and system of restrictions of the choice of decisions on cutting of costs for automobile transportations; mathematical apparatus of assessment of reserves of use of motor transport;-              having the practical importance: the algorithm of development of decisions on optimization of costs of automobile transportations based on balance of interests of carrier and the customer of motor transportation services.Discussion and conclusions. …”
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Optimization of Steering Torque for Suspended Monorail Vehicle by Fei TANG, Yao LI, Fucheng ZHU, Long RAN

“…Finally, the influence of significant system dynamics parameters was taken as the optimal design variables, the vehicle curve passability and stationarity were taken as the optimization constraints, the NSGA-II genetic algorithm was used as the optimization algorithm, the multi-body dynamics software (ADAMS) and multi-objective optimization software (modeFRONTIER)were combined to optimize the steering torque of the suspended monorail vehicle, and the effectiveness and feasibility of the optimization results were verified. …”
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Intelligent garbage classification system based on improve MobileNetV3-Large by Yi Zhao, Hancheng Huang, Zhixiang Li, Huang Yiwang, Manjie Lu

“…The image recognition accuracy of the algorithm model was found to reach 81%, while the text recognition accuracy was as high as 97.61%.…”
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A Neural-Network-Based Approach to White Blood Cell Classification by Mu-Chun Su, Chun-Yen Cheng, Pa-Chun Wang

“…We propose a new segmentation algorithm for the segmentation of white blood cells from smear images. …”
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