Bearing Early Fault Diagnosis Based on an Improved Multiscale Permutation Entropy and SVM by Qunyan Jiang, Juying Dai, Faming Shao, Shengli Song, Fanjie Meng

“…Aiming at SVM parameter optimization problem, an improved chaos firefly optimization algorithm was proposed. Experimental results show that the new method of early weak fault identification based on IMPE-SVM was effective in detecting rolling bearing faults with different severity.…”
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End-to-End Collaborative Optimization Method for Microgrid Power Prediction and Optimal Scheduling by ZHANG Li, WANG Bao, JIA Jianxiong, SONG Zhumeng, YE Yutong, YU Yue, LIN Jiaqing, XU Xiaoyuan

“…Subsequently, a heuristic algorithm iteratively is employed to solve the upper and lower level problems, thereby obtaining forecasting results and scheduling schemes which minimize the operational costs. …”
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Improved density peak clustering with a flexible manifold distance and natural nearest neighbors for network intrusion detection by Hongbo Wang, Jinyu Zhang, Yu Shen, Siqi Wang, Bo Deng, Wentao Zhao

“…However, DPC faces challenges as it considers only the global distribution, resulting in difficulties with group density, and its point allocation strategy may lead to a domino effect. To expand the scope of DPC, this paper introduces a density peak clustering algorithm based on the manifold distance and natural nearest neighbors (DPC-MDNN). …”
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A Coordinated Operation Control Strategy of Multiple Phase Shifting Transformers Based on the Interaction Sensitivity by Huarui Li, Ningyu Zhang, Yuqiao Jia, Xinyao Zhu

“…By quantifying the interactions between PSTs, a multi-objective coordination control algorithm is designed to optimize the system’s power flow control performance, voltage stability, and loss rate. …”
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Research on Wearable Devices for Pedestrian Navigation Based on the Informer Model Zero-Velocity Update Architecture by Shuai Zhang, Haotian Gao, Fushengong Yang

“…When natural disasters such as earthquakes occur, accurate navigation and positioning information may not be available, making a purely inertial pedestrian navigation system particularly important for rescuers. …”
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Analysis of the causes of N/P imbalance in mangrove water caused by high elevation shrimp ponds by Yunan Yang, Zhe Li, Nan Zhou, Yangang Lin, Qian Sheng, Myat Thiri, Yao Wang

“…The lack of phosphorus and the imbalance of N/P ratio caused by quicklime disinfectants may be a factor in the changes of mangrove wetlands and surrounding nearshore waters, the growth and decline of marine species, and even global changes.…”
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Effect of Structure on Osteogenesis of Bone Scaffold: Simulation Analysis Based on Mechanobiology and Animal Experiment Verification by Jialiang Li, Zhongwei Sun, Xinyu Wei, Qinghua Tan, Xijing He

“…Since bone repair is related to biomechanics, analyzing the osteogenesis in scaffolds based on mechanical stimulation may become a more effective method than traditional biological experiments. …”
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Seismic Tomography in the Târgu Jiu Region (Romania): Relationships with Seismic Velocity Anomalies and Fault Activity by Bogdan Zaharia, Andrei Mihai, Raluca Dinescu, Mihai Anghel, Cristian Neagoe, Mircea Radulian, Christian Schiffer

“…Using P- and S-wave arrival times local earthquakes, we applied the LOTOS algorithm to produce high-resolution 3D crustal seismic velocities models. …”
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Calibration of h'Es from VIPIR2 ionosondes in Japan by Sorai Teraoka, Huixin Liu, Michi Nishioka, Susumu Saito, Toru Takahashi, Atsushi Kumamoto, Yuki Ashihara, Takumi Abe

“…By developing an automated image detecting algorithm, we were able to process a large amount of data and achieve a calibration with high accuracy. …”
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Preference-based expensive multi-objective optimization without using an ideal point by Peipei Zhao, Liping Wang, Qicang Qiu

“…The experimental results show that the proposed method is competitive compared to three state-of-the-art algorithms.…”
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Design of infinite impulse response maximally flat stable digital filter with low group delay by Huoping Yi, Fuhao Chang, Ping Tan, Bingqiang Huang, Yongbo Wu, Zhen Xu, Bingyu Ma, Jien Ma

“…However, infinite impulse response (IIR) MFDFs that are designed by the method are not necessarily stable or may have heavy magnitude overshoots, especially when the desired group delay is low. …”
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Tackling multimodal device distributions in inverse photonic design using invertible neural networks by Michel Frising, Jorge Bravo-Abad, Ferry Prins

“…However, different designs may have comparable or even identical performance confusing the optimization algorithm when performing inverse design. …”
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Bayesian Analysis Enhances Sales and Warranty Strategies for Repairable Industrial Products by Considering Hybrid Deterioration Modes by Chih-Chiang Fang, Liping Ma, Wenfeng Kuo

“…To attract more customers and drive sales, companies may extend the service life of their products. However, they cannot offer unlimited warranties to dominate the market, as the associated warranty costs will ultimately outweigh the profits. …”
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Day-Ahead Scheduling of IES Containing Solar Thermal Power Generation Based on CNN-MI-BILSTM Considering Source-Load Uncertainty by Kun Ding, Yalu Sun, Boyang Chen, Jing Chen, Lixia Sun, Yingjun Wu, Yusheng Xia

“…The validity of the proposed model is verified by algorithm prediction simulation and day-ahead scheduling experiments under different configurations.…”
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Active 3D positioning and imaging modulated by single fringe projection with compact metasurface device by Jing Xiaoli, Li Yao, Li Junjie, Wang Yongtian, Huang Lingling

“…Metasurfaces, as the next-generation optics, shows flexible modulation abilities and excellent performance combined with computer vision algorithm. Here, we demonstrate an active 3D positioning and imaging method with large field of view (FOV) by single fringe projection based on metasurface and solve the accurate and robust calibration problem with the depth uncertainty of 4 μm. …”
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An energy-based numerical continuation approach for quasi-static mechanical manipulation by Lin Yang, Huu-Thiet Nguyen, Chen Lv, Domenico Campolo, Franco Cardin

“…Traditional motion planning techniques, while having shown their success in collision-free scenarios, may not handle manipulation tasks effectively because they typically avoid contact. …”
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Optimizing Scheduled Train Service for Seaport-Hinterland Corridors: A Time-Space-State Network Approach by Yueyi Li, Xiaodong Zhang

“…Furthermore, an improved adaptive large neighborhood search (ALNS) algorithm is developed to enhance computational efficiency and solution quality. …”
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Machine Learning and Feature Selection-Enabled Optimized Technique for Heart Disease Classification and Prediction by P. Nancy, Prasad Raghunath Mutkule, Kalpana Sunil Thakre, Ajay S. Ladkat, S.B.G. Tilak Babu, Sunil L. Bangare, Mohd Naved

“…The accuracy, specificity and sensitivity of SVM RBF are higher than those of the random forest algorithm. …”
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Evolving Stencils for Typefaces: Combining Machine Learning, User’s Preferences and Novelty by Tiago Martins, João Correia, Ernesto Costa, Penousal Machado

“…The first module, the evolutionary system, operates a Genetic Algorithm, with a novelty search mechanism, and the fitness assignment scheme. …”
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Clinical correlates of data-driven subtypes of deep gray matter atrophy and dopamine availability in early Parkinson’s disease by Yoonsang Oh, Joong-Seok Kim, Gilsoon Park, Sang-Won Yoo, Dong-Woo Ryu, Hosung Kim

“…Abstract Recent machine-learning techniques may be useful to identify subtypes with distinct spatial patterns of biomarker abnormality in the various neurodegenerative diseases. …”
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