A reduced ability to discriminate social from non-social touch at the circuit level may underlie social avoidance in autism by Trishala Chari, Ariana Hernandez, João Couto, Carlos Portera-Cailliau

“…In contrast, Fmr1 knockout (KO) mice, a model of autism, find social and non-social interactions equally aversive, especially at close proximity, and their cortical/striatal neurons are less able to discriminate social valence. A linear model shows that the encoding of certain avoidance/aversive behaviors in cortical neuron activity differed between genotypes. …”
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Advances in Online Grain Quality Assessment: Near-Infrared Spectroscopic Modeling and Transfer Strategies by CUI Chen-hao, FAN Chen

“…This review summarizes the application of NIR spectroscopy in online grain quality inspection, systematically outlining the development from traditional linear modeling (e.g., partial least squares regression), nonlinear modeling (e.g., support vector machines, artificial neural networks) to deep learning methods (e.g., convolutional neural networks). …”

Experimental Assessment on the Flexural Bonding Performance of Concrete Beam with GFRP Reinforcing Bar under Repeated Loading by Minkwan Ju, Hongseob Oh

“…The variable loading test indicated that the linear cumulative damage theory on GFRP bonding may not be appropriate for estimating the fatigue limit when subjected to variable-amplitude loading.…”
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Strategi Pemasaran Digital Merek Azarine pada Media Sosial Instagram dalam Membangun Loyalitas Merek by Rini Permatasari, Abdul Rasyid

“…Penelitian ini mempergunakan metode kuantitatif dengan teknik analisis data berupa regresi linear berganda untuk menguji hubungan antar variabel yang diteliti. …”
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Bottom trawling and environmental variables drive the biodiversity of mediterranean demersal assemblages by Davide Agnetta, Ivano Vascotto, Diego Panzeri, Igor Celić, Cosimo Solidoro, Tomaso Fortibuoni, Saša Raicevich, Simone Libralato

“…Bottom trawling instead has a quasi-linear erosion effect on α- and β-diversity in all areas. …”
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Evaluation of Exposure Methyl diisocyanate and Review of the Respiratory Capacity of the Workers Employed in the Foam Manufacturing Industry by mehdi aghanasab, ahmad nikpey, bahram kohnavard, amir mohamadifard, R Soltani Gerdfaramarzi

“…The information of the medical workers records and the spirometry test results in different two years were determined as well as the level of air pollution in the production units using sampling method using descriptive statistics, paired T-test and linear regression analysis, the data were analyzed. …”
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Can fishery subsidy improve fishermen’s income?——evidence from China’s coastal areas by Yujuan Li, Yujuan Li, Kim Hang Pham Do, Shamim Shakur, Xin Sun

“…Moreover, the relationship between marine pollution and income is non-linear: moderate pollution is associated with income gains, while severe pollution reduces income. …”
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Identification of fuzzy boundaries of cutter power using control chart method by Andrey K. Tugengold, Andrey I. Izyumov, DmitryY. . Terekhov

“…The dependences of estimations of the expectation of the wear size and scattering within the linear tool wear zone, appropriate velocity functions and a posteriori values for the future operation in the boundary strip area are described. …”
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Functional Principal Components Analysis of Shanghai Stock Exchange 50 Index by Zhiliang Wang, Yalin Sun, Peng Li

“…FPCA is the functional analogue of the well-known dimension reduction technique in the multivariate statistical analysis, searching for linear transformations of the random vector with the maximal variance. …”
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Effect of technology-aided training on physiological and psychological sports performance: Moderation analysis of sport involvement. by Yung-Chang Yu, Chen-Yueh Chen, Wen-Cheng Chen, Yen-Kuang Lin, Shu-Cheng Lu

“…Data were analyzed using ANCOVA and linear mixed models. The results showed that technology-assisted training significantly improved SS (p = 0.026), but had no significant effect on ESE (p = 0.905). …”
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Approximate Techniques in Solving Optimal Camera Placement Problems by Jian Zhao, Ruriko Yoshida, Sen-ching Samson Cheung, David Haws

“…Then, we demonstrate how they can be solved using different approximate algorithms including greedy heuristics, Markov-chain Monte Carlo, simulated annealing, and linear and semidefinite programming relaxations. The accuracy, efficiency, and scalability of each technique are analyzed and compared in depth. …”
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Statistical Inference of Odd Fréchet Inverse Lomax Distribution with Applications by Ramadan A. ZeinEldin, Muhammad Ahsan ul Haq, Sharqa Hashmi, Mahmoud Elsehety, M. Elgarhy

“…We initially present a linear representation of its functions and discussion on density and hazard rate function. …”
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Voltammetric Determination of Guanine on the Electrode Modified by Gold Deposit and Nafion Film by L.G. Shaidarova, A.V. Gedmina, V.D. Demina, I.A. Chelnokova, H.C. Budnikov

“…Conditions have been found for electrodeposition of gold on the surface of the glassy carbon electrode, including that one covered with the NF film, as well as for registration of the maximum catalytic current on these electrodes. Linear dependence of the electrocatalytic response of the modified electrode from the guanine concentration has been observed in the range from 5·10–6 to 5·10–3 mol·L–1 (for Au GCE) and from 5·10–7 to 5·10–3 mol·L–1 (for NF-Au GCE).…”
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The Examination of the Relationship Between Prospective Teachers' Creative Self-Efficacy and Teaching 21st Century Skills by İmran Elmas, Ercan Öpengin

“…Descriptive statistics, t-tests, ANOVA, Pearson Correlation Analysis, and Linear Regression Analysis were employed to analyze the data. …”
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Sub-seasonal impact of El Niño–Southern Oscillation on development of the Indian Ocean Dipole by Hyo-Jin Park, Soon-Il An, Jae-Heung Park, Young-Min Yang, Soong-Ki Kim

“…In May and June, as the Intertropical Convergence Zone migrates northward with the onset of South Asian monsoon, El Niño-induced low-level cyclonic circulation causes Ekman upwelling over the western Indian Ocean, which stalls Indian Ocean Dipole development. Moist linear baroclinic model experiments verified that the Intertropical Convergence Zone modulates El Niño–Southern Oscillation’s impact on Indian Ocean Dipole seasonally. …”
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PENGARUH PROMOSI TERHADAP KEPUTUSAN PEMBELIAN PRODUK LANTAI KAYU DAN PINTU PT.PIJI DI JAWA TIMUR by Dony Indra Permana

“…PIJI in East Java where the variable promotion effect of dominant 5, 88 and based on the results of a simple linear regression analysis showed that the promotion of a positive impact towards the enhancement of the purchasing decision. …”
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Improving cancer detection through computer-aided diagnosis: A comprehensive analysis of nonlinear and texture features in breast thermograms. by Hamed Khodadadi, Shima Nazem

“…The proposed method utilizes various machine learning algorithms, including Support Vector Machine (SVM), K-Nearest Neighbors (KNN), Linear Discriminant Analysis (LDA), Pattern recognition Network (Pat net), and Fitting neural Network (Fit net), for classification. ten-fold cross-validation ensures robust performance evaluation. …”
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Teaching Machines on Snoring: A Benchmark on Computer Audition for Snore Sound Excitation Localisation by Kun QIAN, Christoph JANOTT, Zixing ZHANG, Jun DENG, Alice BAIRD, Clemens HEISER, Winfried HOHENHORST, Michael HERZOG, Werner HEMMERT, Björn SCHULLER

“…In addition, we explore the performance of each kind of feature when it is fed into varied classifier models, including support vector machines, $k$-nearest neighbours, linear discriminant analysis, random forests, extreme learning machines, kernel-based extreme learning machines, multilayer perceptrons, and deep neural networks. …”
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Developing Machine Learning-based Control Charts for Monitoring Different GLM-type Profiles With Different Link Functions by Patrik Hric, Hamed Sabahno

“…In this paper, we propose an innovative approach that uses different machine-learning (ML) techniques for constructing control charts and monitoring generalized linear model (GLM) profiles with three different GLM-type response distributions of Binomial, Poisson, and Gamma, and by examining different link functions for each response distribution. …”
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Peran Pola Asuh Authoritative terhadap Self-Efficacy Akademik Dimediasi Vigor pada Remaja by Mutiara Mirah Yunita, Ni Putu Ayu Trisna Dewi

“…The analysis technique used is a multiple linear regression technique using SPSS Program to determine the role of mediators in the research conducted. …”
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