Asymmetric Two-Stage CycleGAN for Generation of Faces With Shadow Puppet Style by Jingzhou Huang, Xiaofang Huang, Taixiang Zhang, Jingchao Jiang, Houpan Zhou

“…To this end, we set up a discriminator for the generator to guide its generation. …”
Get full text

Cognitive FDA-MIMO Radar Network’s Transmit Element Selection Algorithm for Target Tracking in a Complex Interference Scenario by Yingfei Yan, Haihong Tao, Jingjing Guo, Biao Yang

“…At first, the target is discriminated from the false targets. The Kalman filter is used to track the target, then available information is used to infer the target’s position in the next time step. …”
Get full text

A joint learning method for low-light facial expression recognition by Yuanlun Xie, Jie Ou, Bihan Wen, Zitong Yu, Wenhong Tian

“…Abstract Existing facial expression recognition (FER) methods are mainly devoted to learning discriminative features from normal-light images. However, their performance drops sharply when they are used for low-light images. …”
Get full text

Biomarker combinations from different modalities predict early disability accumulation in multiple sclerosis by Vinzenz Fleischer, Tobias Brummer, Muthuraman Muthuraman, Muthuraman Muthuraman, Falk Steffen, Milena Heldt, Maria Protopapa, Muriel Schraad, Gabriel Gonzalez-Escamilla, Sergiu Groppa, Stefan Bittner, Frauke Zipp

“…All other individual baseline biomarkers were unable to discriminate between progressive and non-progressive patients on their own. …”
Get full text

Serum NGAL to Clinically Distinguish Cholangiocarcinoma from Benign Biliary Tract Diseases by Kawin Leelawat, Siriluck Narong, Jerasak Wannaprasert, Surang Leelawat

“…To determine whether the serum level of NGAL can discriminate cholangiocarcinoma from benign biliary tract disease in patients. …”
Get full text

Genetic Diversity on Farm in Japanese Paper Mulberry by Dinh Thi Lam, Katsunori Tanaka, Akihiko Takashima, Ayako Shibutani, Ryuji Ishikawa

“…ISSR‐based MIG‐seq polymorphisms were applied to determine whether varieties or regional groups can be discriminated. Although various types of cultivars exhibiting different appearances are hard to discriminate, principal component analysis (PCA) distinguished two major groups. …”
Get full text

Understanding the spread of agriculture in the Western Mediterranean (6th-3rd millennia BC) with Machine Learning tools by Maria Elena Castiello, Emmanuele Russo, Héctor Martínez-Grau, Ana Jesus, Georgina Prats, Ferran Antolín

“…The results of this study shed light onto the past climate variability and its influence on human distribution in the Western Mediterranean area, but also discriminate sensitive parameters for successful agricultural practices.…”
Get full text

Cross-device fault diagnosis method based on graph convolution and multi-sensor fusion by SUN Yuanshuai, KONG Fanqin, NIE Xiaoyin, XIE Gang

“…Finally, domain adaptation was achieved by using distribution difference metrics, classifiers, and domain discriminators.ResultsThe proposed method can capture domain-invariant features and discriminant features, and ultimately achieve cross-device fault diagnosis. …”
Get full text

Multivariate Analysis, Mass Balance Techniques, and Statistical Tests as Tools in Igneous Petrology: Application to the Sierra de las Cruces Volcanic Range (Mexican Volcanic Belt) by Fernando Velasco-Tapia

“…In this locality, the volcanic activity (3.7 to 0.5 Ma) was dominantly dacitic, but the presence of spheroidal andesitic enclaves and/or diverse disequilibrium features in majority of lavas confirms the operation of magma mixing/mingling. New discriminant-function-based multidimensional diagrams were used to discriminate tectonic setting. …”
Get full text

The Hybrid KICA-GDA-LSSVM Method Research on Rolling Bearing Fault Feature Extraction and Classification by Jiyong Li, Shunming Li, Xiaohong Chen, Lili Wang

“…The whole paper aims to classify the feature vectors extracted from the time series and magnitude of spectral analysis and to discriminate the state of the rolling element bearings by virtue of multiclass LSSVM. …”
Get full text

Validation of perceived invalidation of emotion scale (PIES) in Iranian populations by Mehdi Rezaei, Zahra Paripishbar, Samaneh Khazaei

“…The PIES was also found to discriminate the clinical from nonclinical populations. …”
Get full text

Psychometric properties of the English and Hindi versions of the Brief Inventory of Thriving for use among Indian adolescents by Usama Ghayas Syed, Shikha Dixit, Margaret L. Kern

“…The present study investigated the unidimensional structure, internal consistency, convergent/discriminant, and criterion validity of both the original English version of the BIT (BIT-E) and its Hindi-translated version (BIT-H) among adolescents in India. …”
Get full text

A Target Domain-Specific Classifier Weight Partial Transfer Adversarial Network for Bearing Fault Diagnosis by Yin Bai, Xiangdong Hu, Kai Zheng, Yunnong Chen, Yi Tang

“…By training the domain discriminator and feature generator with an adversarial strategy, the recognition ability of the domain discriminant network and the feature extraction ability of the feature generation network can be enhanced. …”
Get full text

Comparison of Essential Oils of Houttuynia cordata Thunb. from Different Processing Methods and Harvest Seasons Based on GC-MS and Chemometric Analysis by Xue Pan, Haiying Li, Dingfang Chen, Jinjin Zheng, Longhua Yin, Juan Zou, Yalun Zhang, Kaiwen Deng, Meifeng Xiao, Lei Meng, Fuyuan He

“…Additionally, according to orthogonal partial least squares discriminant analysis (OPLS-DA), eleven components were selected as chemical markers for discriminating DHC and FHC, and two and four chemical markers for discriminating two harvest seasons of DHC and FHC, respectively. …”
Get full text

Genetic Diversity in Passiflora Species Assessed by Morphological and ITS Sequence Analysis by Shiamala Devi Ramaiya, Japar Sidik Bujang, Muta Harah Zakaria

“…The samples were collected from various regions of East Malaysia, and discriminant function analysis based on linear combinations of morphological variables was used to classify the Passiflora species. …”
Get full text

Study of the Roof Deformation Characteristics of Roadway Excavation Face and Unsupported Roof Distance by Jie Zhang, Shoushi Gao, Yifeng He, Tao Yang, Bing Wang, Li Wang, Haibo Pang, Bing Peng

“…The allowable deflection is used as the discriminant method of the maximum unsupported roof distance. …”
Get full text

Quality Evaluation of Saposhnikovia divaricata (Turcz.) Schischk from Different Origins Based on HPLC Fingerprint and Chemometrics by Yuqiu Chen, Zhefeng Xu, Siying Gao, Tao Zhang, Changbao Chen

“…Partial least squares method-discriminant analysis (PLS-DA) screened to obtain 2 differential markers, the different components were designated by the reference substance as 4-O-β-D-glucosyl-5-O-methylvisamminol and cimifugin. …”
Get full text

Reliability and Validity of the Chinese Version of SF-36 Scale in Guangdong Occupational Rehabilitation by Huiling ZHOU, Bing CHEN, Jiayan ZENG, Xunwen LU

“…The social function (SF) load values on the two common factors were all higher than 0.4,suggesting that the project's significance was not clear and the scale had poor structural validity in this population.Conclusion:The Chinese version of SF-36 scale has good test-retest reliability, internal reliability, half-half reliability, set and discriminant validity, and poor construct validity in occupational injury rehabilitation workers.…”
Get full text

Unleashing the Potential of Pre-Trained Diffusion Models for Generalizable Person Re-Identification by Jiachen Li, Xiaojin Gong

“…While numerous methods have been proposed, most rely on discriminative or contrastive learning frameworks to learn generalizable feature representations. …”
Get full text

Statistical and machine learning based platform-independent key genes identification for hepatocellular carcinoma. by Md Al Mehedi Hasan, Md Maniruzzaman, Jie Huang, Jungpil Shin

“…Differentially expressed discriminative genes (DEDGs) was determined based on the classification accuracy using Support vector machine. …”
Get full text