Movements and Its In-Process Control of Ground and Built Structures due to Tunnelling in Urban Areas by Dingli Zhang, Liqiang Cao, Jianbo Fei, Huangcheng Fang, Lin Yu, Xuefei Hong

“…In the framework, the prediction model can be modified in time, and the tunnelling parameters can be adjusted synchronously. …”
Get full text

Multistep photovoltaic power forecasting based on multi-timescale fluctuation aggregation attention mechanism and contrastive learning by Liang Yuan, Xiangting Wang, Yao Sun, Xubin Liu, Zhao Yang Dong

“…Comparative analysis with eight state-of-the-art benchmark methods shows that the proposed MFA-attention model achieves lower prediction errors and improved effectiveness.© 2017 Elsevier Inc. …”
Get full text

Two-colour QCD phases and the topology at low temperature and high density by Kei Iida, Etsuko Itou, Tong-Gyu Lee

“…In addition, we newly find that around the boundary between the hadronic and BEC phases, nonzero quark number density occurs even in the hadronic phase in contrast to the prediction of the chiral perturbation theory (ChPT), while the diquark condensate approaches zero in a manner that is consistent with the ChPT prediction. …”
Get full text

Rapid Identification of Drug-Resistant Tuberculosis Genes Using Direct PCR Amplification and Oxford Nanopore Technology Sequencing by Kaishun Zhao, Chunlin Tu, Wei Chen, Haiying Liang, Wenjing Zhang, Yilei Wang, Ye Jin, Jianrong Hu, Yameng Sun, Jun Xu, Yanfang Yu

“…Mycobacterium tuberculosis antimicrobial resistance has been continually reported and is a major public health issue worldwide. Rapid prediction of drug resistance is important for selecting appropriate antibiotic treatments, which significantly increases cure rates. …”
Get full text

A Novel First-Order Fuzzy Rules-Based Forecasting System Using Distance Measures Approach for Financial Market Forecasting by Shahbaz Gul Hassan, Tran Thi Kieuvan, Shuangyin Liu, Harish Garg, Munawar Hassan, Shafqat Iqbal

“…As an illustration, this study presented an analysis of a new fuzzy time-series (FTS) approach and comparison with traditional forecasting models for prediction of gram pulse production. Taking into consideration the theory of fuzzy sets, FTS, fuzzy rules, triangular membership functions, distance measures, and modified weighted average method, a robust and effective fuzzy rules-based methodology was developed for the prediction of time-series data regarding crop production and share prices. …”
Get full text

Numerical Analyses of Static Characteristics of Liquid Annular Seals Based on 2D LBM-LES Model by Zhenjie Zhang, Lulu Zhai, Jia Guo, Zuchao Zhu, Guoyou Chen

“…The comparisons show that the maximum deviation in leakage prediction of the calculating model based on 2D LBM is 4%, and this calculating model will effectively improve the leakage prediction accuracy of the seals compared with the FVM and theoretical method.…”
Get full text

A Conjunction Method of Wavelet Transform-Particle Swarm Optimization-Support Vector Machine for Streamflow Forecasting by Fanping Zhang, Huichao Dai, Deshan Tang

“…Support vector machine (SVM) is an appropriate and suitable method for streamflow prediction due to its best versatility, robustness, and effectiveness. …”
Get full text

Gas Hydrate Formation Risk and Prevention for the Development Wells in the Lingshui Gas Field in South China Sea by Donglei Jiang, Yi Yu, Yi Huang, Wenbo Meng, Jianbo Su, Zhenggang Gong

“…Combining the hydrate equilibrium models with varied gas components, the prediction method of hydrate formation region in deep-water gas well in the South China Sea is obtained. …”
Get full text

Study on the Contact Stress Distribution Model of Asphalt Mixture Particles by Lei Wang, Xiucheng Yang

“…The gradation of the mixture, the type of asphalt and the thickness of the asphalt film were used as parameters A, B, and C. The prediction model had a good correlation with the test results. …”
Get full text

Determination of the Degree of Degradation of Frying Rapeseed Oil Using Fourier-Transform Infrared Spectroscopy Combined with Partial Least-Squares Regression by Jie Yu Chen, Han Zhang, Jinkui Ma, Tomohiro Tuchiya, Yelian Miao

“…PLS regression with full cross validation was used for the prediction of acid value (AV) and total polar compounds (TPC) based on raw, first, and second derivative FTIR spectra (4000–650 cm−1). …”
Get full text

Successive-Stage Speed Limit on Exit Ramp Upstream of Direct-Type Freeway in China by Hongwei Li, Jian Lu, Yongfeng Ma, Yuanlin Liu

“…After curve fitting and polynomial regression, saturation is considered to be the most influential factor of speed. Speed-saturation prediction model and calibrated speed-limit sign validity model are built through linearization. …”
Get full text

Principled neuromorphic reservoir computing by Denis Kleyko, Christopher J. Kymn, Anthony Thomas, Bruno A. Olshausen, Friedrich T. Sommer, E. Paxon Frady

“…A representation scheme in which memory buffer and expansion into higher-order polynomial features can be configured separately has been shown to significantly outperform traditional reservoir computing in prediction of multivariate time-series. Here we propose a configurable neuromorphic representation scheme that provides competitive performance on prediction, but with significantly better scaling properties than directly materializing higher-order features as in prior work. …”
Get full text

Molecular Targets of Shenqi Dihuang, A Traditional Chinese Herbal Medicine, and Its Potential Role in Renal Cell Carcinoma Therapy by Xinglin Chen, Tongtong Zhang, Xiangyang Zhan, Xinyue Zang, Xinyu Zhai, Zhong Wan, Minyao Ge, Mingyue Tan, Jianyi Gu, Dongliang Xu

“…The SQDH-based prognostic prediction model reveals a strong correlation between RCC and SQDH. …”
Get full text

Conceptual Framework of an Effective Decision Support System in Forest Fire Management by Kadir Alperen Coşkuner, Ertuğrul Bilgili

“…These subsystems are; i) Fire Information System; a smart database for fire managers to input, store, update and manage data easily, ii) Fire Occurrence Prediction System; forest fire risk and danger determiner using constant environmental variables iii) Fire Weather Index System; fire weather index calculator for the ignition potential of fuels, potential rate of spread and fire intensity, iv) Fire Behavior Prediction System; fire propagation simulator for predicting fire behavior under varying weather, fuel and topographic conditions. …”
Get full text

The theses for PhD degree by article Editorial

“…Bystrovskaya – Postcholecystectomy syndrome: clinical variants, prediction and prophylaxis.N.I. Zhernakova – Clinical neuroimmunoendocrinology of peptic ulcer in elderly patients. …”
Get full text

Spectral Quantitative Analysis Model with Combining Wavelength Selection and Topology Structure Optimization by Qian Wang, Boyan Cai, Yajie Yu, Hui Cao

“…For the proposed method, backpropagation neural network is adopted for building the component prediction model, and the simultaneousness optimization of the wavelength selection and the topology structure of neural network is realized by nonlinear adaptive evolutionary programming (NAEP). …”
Get full text

Experimental Investigation of the Propagation and Attenuation Rule of Blasting Vibration Wave Parameters Based on the Damage Accumulation Effect by Huaibao Chu, Xiaolin Yang, Shuanjie Li, Weimin Liang

“…The propagation and attenuation rule of blasting vibration wave parameters is the most important foundation of blasting vibration prediction and control. In this work, we pay more attention to the influence of the damage accumulation effect on the propagation and attenuation rule of vibration wave parameters. …”
Get full text

End-to-End Speech Synthesis for Tibetan Multidialect by Xiaona Xu, Li Yang, Yue Zhao, Hui Wang

“…Thirdly, two dialect-specific WaveNet vocoders are combined with the feature prediction network, which synthesizes the Mel spectrum of Lhasa-Ü-Tsang and Amdo pastoral dialect into time-domain waveform, respectively. …”
Get full text

Long-Term Precipitation Analysis and Estimation of Precipitation Concentration Index Using Three Support Vector Machine Methods by Milan Gocic, Shahaboddin Shamshirband, Zaidi Razak, Dalibor Petković, Sudheer Ch, Slavisa Trajkovic

“…Moreover, the results indicated the proposed SVM-Wavelet model can adequately predict the PCI.…”
Get full text

Multidimensional Dynamics and Forecast Models of Network Public Opinions Based on the Fusion of Smart Transportation and Big Data by Guojun Sheng, Yi Guan

“…This paper analyzes the related technologies of smart transportation and network public opinion and designs a prediction model of smart transportation network public opinion. …”
Get full text