THE IMPACT OF NORMALIZATION PROCEDURES ON THE CLASSIFICATION OF BUILDING MATERIALS COMPANIES LISTED ON THE WARSAW STOCK EXCHANGE

Subjects: “…the data normalization…”
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Cognitive Feature Extraction of Puns Code-Switching Based on Neural Network Optimization Algorithm by Jing Zhang, Qiaoyun Liao, Lipei Li

“…Therefore, this paper proposes research on cognitive feature extraction of pun code-switching based on a neural network optimization algorithm. It mainly introduces code-switching under cognitive language and also briefly analyzes code-switching and speech feature extraction and uses a neural network optimization algorithm to conduct an in-depth analysis of code-switching. …”
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Improved Stability Criteria of Static Recurrent Neural Networks with a Time-Varying Delay by Lei Ding, Hong-Bing Zeng, Wei Wang, Fei Yu

“…This paper investigates the stability of static recurrent neural networks (SRNNs) with a time-varying delay. …”
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Exponential Stability of Periodic Solutions for Inertial Type BAM Cohen-Grossberg Neural Networks by Chunfang Miao, Yunquan Ke

“…The existence and exponential stability of periodic solutions for inertial type BAM Cohen-Grossberg neural networks are investigated. First, by properly choosing variable substitution, the system is transformed to first order differential equation. …”
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The Quantum Symmetry in Nonbalanced Hopf Spin Models Determined by a Normal Coideal Subalgebra by Xin Qiaoling, Cao Tianqing

“…For a finite-dimensional cocommutative semisimple Hopf C∗-algebra H and a normal coideal ∗-subalgebra H1, we define the nonbalanced quantum double DH1;H as the crossed product of H with H1op^, with respect to the left coadjoint representation of the first algebra acting on the second one, and then construct the infinite crossed product AH1=⋯⋊H⋊H1^⋊H⋊H1^⋊H⋊⋯ as the observable algebra of nonbalanced Hopf spin models. …”
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Correction to: Proposal of a new nomenclature for introns in protein-coding genes in fungal mitogenomes by Shu Zhang, Yong-Jie Zhang

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Feature Extraction Processing Method of Medical Image Fusion Based on Neural Network Algorithm by Tianming Song, Xiaoyang Yu, Shuang Yu, Zhe Ren, Yawei Qu

“…Combined with the learning idea of convolution neural network, the image multifeature vectors are quantized in a deeper level, which makes the image features further abstract and not only makes up for the one-sidedness of single feature description but also improves the robustness of feature descriptors. …”
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Phase-Amplitude Coupling of Neural Oscillations Can Be Effectively Probed with Concurrent TMS-EEG by Sarah Glim, Yuka O. Okazaki, Yumi Nakagawa, Yuji Mizuno, Takashi Hanakawa, Keiichi Kitajo

“…Neural Plasticity…”
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Distinct fungal communities associated with different organs of the mangrove Sonneratia alba in the Malay Peninsula by Nicole Li Ying Lee, Danwei Huang, Zheng Bin Randolph Quek, Jen Nie Lee, Benjamin J. Wainwright

Subjects: “…Fungal diversity…”
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The Construction of Smart Chinese Medicine Cloud Health Platform Based on Deep Neural Networks by Yaofeng Miao, Yuan Zhou

“…Therefore, the construction of a smart traditional Chinese medicine (TCM) cloud health platform based on deep neural networks has become a current research hotspot. …”
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Improved Normalized Collinearity DV-Hop Algorithm for Node Localization in Wireless Sensor Network by Yunzhou Zhang, Shu Xiang, Wenyan Fu, Dongfei Wei

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Ferrichrome, a fungal-type siderophore, confers high ammonium tolerance to fission yeast by Po-Chang Chiu, Yuri Nakamura, Shinichi Nishimura, Toshitsugu Tabuchi, Yoko Yashiroda, Go Hirai, Akihisa Matsuyama, Minoru Yoshida

“…Their biological functions are diverse although their role in primary metabolism is poorly understood. Ferrichrome is a fungal-type siderophore synthesized by nonribosomal peptide synthetase (NRPS). …”
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Usage of Probabilistic and General Regression Neural Network for Early Detection and Prevention of Oral Cancer by Neha Sharma, Hari Om

“…The objective of this research is to design a data mining model using probabilistic neural network and general regression neural network (PNN/GRNN) for early detection and prevention of oral malignancy. …”
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Examination Stress Results in Attentional Bias and Altered Neural Reactivity in Test-Anxious Individuals by Xiaocong Zhang, Yunying Dong, Renlai Zhou

“…Neural Plasticity…”
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Identification and Discrimination of Brands of Fuels by Gas Chromatography and Neural Networks Algorithm in Forensic Research by L. Ugena, S. Moncayo, S. Manzoor, D. Rosales, J. O. Cáceres

“…In this work, a method based on gas chromatography (GC) and neural networks (NN) has been developed and applied to the identification and discrimination of brands of fuels such as gasoline and diesel without the necessity to determine the composition of the samples. …”
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Residual Life Prediction of Metro Traction Motor Bearing Based on Convolutional Neural Network by Yanwei Xu, Weiwei Cai, Tancheng Xie, Pengfei Zhao

“…On this basis, the multiple eigenvalues are normalized, and the bearing degradation trend is analyzed. …”
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The maturation of infant and toddler visual cortex neural activity and associations with fine motor performance by Katharina Otten, J. Christopher Edgar, Heather L. Green, Kylie Mol, Marybeth McNamee, Emily S. Kuschner, Mina Kim, Song Liu, Hao Huang, Marisa Nordt, Kerstin Konrad, Yuhan Chen

“…Our understanding of how visual cortex neural processes mature during infancy and toddlerhood is limited. …”
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Control Method of Nanomaterial Numerical Control Electronic Processing Based on RBF Neural Network by Haiyan Wang, Fanwei Meng

“…In the early stage of the machining process, the BP neural network is generally used to control the CNC machining. …”
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Exploration of Indigenous Fungi: Identification of Fungal Isolates from Industrial Waste Disposal Rivers by Dewi Ratna Stia, Sanjayasari Dyahruri, Palupi Endah Sri, Kurniawati Any, Ramadani Putri, Nida Arroyan Yasinta

“…The results of this study showed the presence of 5 fungal isolates that have great potential in degrading industrial waste. …”
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Measurement of SUVs-Maximum for Normal Region Using VOI in PET/MRI and PET/CT by Jeong Kyu Park, Sung Kyu Kim, Ihn Ho Cho, Eun Jung Kong

“…The participants as objects of this investigation are 26 healthy examinees in Korea, SUV (standardized-uptake-value)s-maximum evaluation for whole-body F-18 FDG (fluorodeoxyglucose) PET/MRI image using VOI of normal region has exhibited very significant difference to that for whole-body F-18 FDG PET/CT image (significant probability value (P)<0.0001). …”
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