A Lightweight Network with Domain Adaptation for Motor Imagery Recognition by Xinmin Ding, Zenghui Zhang, Kun Wang, Xiaolin Xiao, Minpeng Xu

“…To address differences in sample distributions, a domain adaptation strategy is introduced to optimize the feature alignment. …”
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DEVIANT BEHAVIOR OF STUDENTS IN THE SOCIAL AND PSYCHOLOGICAL ADAPTATION IN HIGHER EDUCATION by Elena Yu. Dvoinikova

Subjects: “…social and psychological adaptation…”
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Semantic Image Synthesis via Class-Adaptive Cross-Attention by Tomaso Fontanini, Claudio Ferrari, Giuseppe Lisanti, Massimo Bertozzi, Andrea Prati

“…In semantic image synthesis the state of the art is dominated by methods that use customized variants of the SPatially-Adaptive DE-normalization (SPADE) layers, which allow for good visual generation quality and editing versatility. …”
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Facial expression recognition based on adaptation of the classifier to videos of the user by E.N. Churaev, A.V. Savchenko

Subjects: “…neural network classifier adaptation…”
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Adaptive Oversampling via Density Estimation for Online Imbalanced Classification by Daeun Lee, Hyunjoong Kim

“…By generating synthetic minority samples using awKDE, the algorithm adaptively balances class distributions, ensuring robustness in evolving environments. …”
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FAULT DIAGNOSIS OF GEARBOX BASED ON ADAPTIVE EEMD AND FAST KURTOGRAM by XIANG Wei, LI RuYu, WANG Hui, TIAN LiYong, YU Ning

“…To solve the problem that the amplitude of the added white noise and the number of ensemble trials to the ensemble empirical mode decomposition algorithm depend too much on subjective experience or multiple attempts, which is more subjective and blind, a fault diagnosis method based on adaptive EEMD and Fast Kurtogram is proposed. Firstly, the collected vibration signals are preprocessed by EMD to obtain the key input parameters of EEMD adaptively, and then combined with the “double threshold criterion” of the kurtosis and cross-correlation coefficient quickly choose components for signal reconstruction to highlight the fault characteristic, and through the Fast Kurtogram select optimal band-pass filter parameters, finally, the signal after filtering do envelope spectrum analysis, realize the extraction of fault feature frequency and fault diagnosis.The validity of the proposed method is verified by simulation signal analysis and fault diagnosis engineering application of reducer gearbox and comparing with the EMD method and the traditional EEMD method.The results show that the proposed method can successfully extract the reducer gearbox’s early weak fault characteristics from the signal with strong background noise, and the timeliness and accuracy of fault diagnosis are improved.…”
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Adaptive Compensation for Time-Slotted Synchronization in Wireless Sensor Network by Tengfei Chang, Qin Wang

“…We proved that the adaptive compensation method can achieve a high synchronization precision with much fewer packet exchanges. …”
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ADAPTIVE FUZZY SLIDING MODE CONTROL FOR THE TURNTABLE SERVO SYSTEM by HUANG Pei, WANG XinYuan

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Effects of High Altitude on Sleep and Respiratory System and Theirs Adaptations by Turhan San, Senol Polat, Cemal Cingi, Gorkem Eskiizmir, Fatih Oghan, Burak Cakir

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Third Grade Manatee Curriculum—Lesson 3: Manatee Adaptations by Alexis Morris, Maia McGuire, Ruth Francis-Floyd

“…(Photo credit: Keith Ramos, USFWS) VM206/VM206: Third Grade Manatee Curriculum—Lesson 3: Manatee Adaptations (ufl.edu) …”
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Adaptive compressed spectrum sensing based on optimized measurement matrix by Wei-gang WANG, Zhen YANG, Bin GU, Hai-feng HU

“…Combining the observation matrix optimization and adaptive process, the spectrum sensing algorithm of optimized adaptive compression based on observation matrix was proposed. …”
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A New Adaptive Hungarian Mating Scheme in Genetic Algorithms by Chanju Jung, Yong-Hyuk Kim, Yourim Yoon, Byung-Ro Moon

“…In this paper, we suggest an adaptive mating scheme using previously suggested Hungarian mating schemes. …”
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FACTORS OF SOCIO-PSYCHOLOGICAL ADAPTATION OF PERSONS CONVICTED TO TERMS OF IMPRISONMENT by H. U. Arzamieva

Subjects: “…socio-psychological adaptation of convicts…”
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Self-trainable and adaptive sensor intelligence for selective data generation by Arghavan Rezvani, Wenjun Huang, Hanning Chen, Yang Ni, Mohsen Imani

“…However, existing near-sensor models lack adaptability, as they require extensive pre-training and are often rigidly configured prior to deployment. …”
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Self-Adaptive K-Means Based on a Covering Algorithm by Yiwen Zhang, Yuanyuan Zhou, Xing Guo, Jintao Wu, Qiang He, Xiao Liu, Yun Yang

“…The C-K-means algorithm can not only acquire efficient and accurate clustering results but also self-adaptively provide a reasonable numbers of clusters based on the data features. …”
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Intelligent Psychology Teaching System Based on Adaptive Neural Network by Xiaojia Pang

“…The corresponding relationship between the four learning methods and the adaptive neural network is explained. The most popular and advanced adaptive neural network module usage statistics are made. …”
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FAST ADAPTIVE GENERALIZED PREDICTIVE CONTROL FOR SYSTEMS WITH VARIABLE PARAMETERS by S. B. ROVEA, RODOLFO FLESCH

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Meta Learning Strategies for Comparative and Efficient Adaptation to Financial Datasets by Kubra Noor, Ubaida Fatima

“…This research proposes a Meta learning framework for financial time series forecasting, designed to rapidly adapt to novel market conditions with minimal retraining. …”
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Leg Locomotion Adaption for Quadruped Robots with Ground Compliance Estimation by Songyuan Zhang, Hongji Zhang, Yili Fu

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Induced and Evoked Properties of Vibrotactile Adaptation in the Primary Somatosensory Cortex by Nicolaas A. J. Puts, Richard A. E. Edden, Suresh Muthukumaraswamy, Krish D. Singh, David J. McGonigle

“…Prolonged exposure to afferent stimulation (“adaptation”) can cause profound short-term changes in the responsiveness of cortical sensory neurons. …”
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