Enhancing Stock Price Forecasting Accuracy Using LSTM and Bi-LSTM Models by Wang Hao

“…Through rigorous analysis, the research demonstrates that, with proper hypeiparameter tuning. LSTM models are capable of making highly accurate predictions of future stock trends, a capability’ that is also exhibited by Bi-LSTM models. …”
Get full text

Miglustat Reverts the Impairment of Synaptic Plasticity in a Mouse Model of NPC Disease by G. D’Arcangelo, D. Grossi, M. Racaniello, A. Cardinale, A. Zaratti, S. Rufini, A. Cutarelli, V. Tancredi, D. Merlo, C. Frank

“…Here, we studied synaptic plasticity phenomena and evaluated ERKs activation in the hippocampus of BALB/c NPC1−/− mice, a well described animal model of the disease. Our results demonstrated an impairment of both induction and maintenance of long term synaptic potentiation in NPC1−/− mouse slices, associated with the lack of ERKs phosphorylation. …”
Get full text

Risk Index Model of Property and Cargo Insurance Claims Based on Precipitation in Hunan by Peng Weiying, Li Yueyong, Tan Shiqi, Li Hao, Guan Jianwen, Liao Chunhua, Zhou Wei, Xie Ruiheng

Subjects: Get full text

Unified Registration Model for Both Stationary and Mobile 3D Radar Alignment by Lei Chen, G. H. Wang, Ilir F. Progri

“…URM has the same form as the registration model of stationary radar network where no attitude biases exist. …”
Get full text

A systematic assessment of sentiment analysis models on iraqi dialect-based texts by Hafedh Hameed Hussein, Amir Lakizadeh

“…These models were evaluated against various machine learning and deep learning models. …”
Get full text

A dynamic model describing heterotrophic culture of chorella and its stability analysis by Yan Zhang, Wanbiao Ma, Hai Yan, Yasuhiro Takeuchi

“…Then, local and global asymptoticstability of the equilibria of the model have been discussed.Finally, the parameters in the model are determined according to theexperimental data, and numerical simulations are given. …”
Get full text

Modelling the Effects of Snail Control and Health Education in Clonorchiasis Infection in Foshan, China by Shujing Gao, Ruixia Yuan, Yujiang Liu, Xinzhu Meng

“…In this paper, a mathematical model of clonorchiasis sinensis is proposed to mimic its transmission dynamics to assess the effects of intervention strategies such as snail control, health education, and chemotherapy. …”
Get full text

Multi-scale non-uniform hierarchical filtering model based on fractal theory. by Jian Zhang, Fei Peng, Chao He

“…The MNHF model accurately predicts the change in trapping performance at different times when particles move in the trap. …”
Get full text

Model rotacije vozila na putnoj mreži pri realizaciji transportnih zadataka by Zdravko Radišić, Darko Pintarić, Vilibald Polšak

“…Model omogućava višekriterijski pristup pri definisanju optimalnih ruta i može se primeniti u različitim granama transporta.…”
Get full text

Estimating the Growing Degree Days in the Northwest of Iran based on Climate Change Models by Hasan Zolfaghari, Jafar Masoompourv Samakosh, Shabnam Chahvari

“…Calibration, verification and Performance Model with the rate of the adaption of observed data and the simulated measures through statistics , RMSE and MAE were analyzed. …”
Get full text

Modelling Hysteresis in Shape Memory Alloys Using LSTM Recurrent Neural Network by Mohammad Reza Zakerzadeh, Seyedkeivan Naseri, Payam Naseri

“…The LSTM model outperforms the RDPI model by 70% in terms of accuracy. …”
Get full text

Information Entropy-Based Hybrid Models Improve the Accuracy of Reference Evapotranspiration Forecast by Anzhen Qin, Zhilong Fan, Liuzeng Zhang

“…However, forecast errors inevitably existed in those forecasting models due to data noise or overfitting. In order to improve the forecast accuracy of models, hybrid models were proposed to integrate the advantages of the single models. …”
Get full text

Online NIR Analysis and Prediction Model for Synthesis Process of Ethyl 2-Chloropropionate by Wei Zhang, Hang Song, Jing Lu, Wen Liu, Lirong Nie, Shun Yao

“…Then, the partial least squares regression (PLSR) quantitative model of the product solution concentration was established and optimized. …”
Get full text

The Therapeutic Effects and Possible Mechanism of Pranoprofen in Mouse Model of Corneal Alkali Burns by Minting Chen, Abdirahman Abdinasir Gureeye, Yacouba Cissé, Lang Bai

“…To investigate therapeutic effects and possible mechanism of pranoprofen in a mouse model of corneal alkali burns and provide new evidence for the clinical treatment of corneal alkali burns. …”
Get full text

Modelling physical processes in higher plants using leaf replicas for space applications by Kuzma, Joanna, Poulet, Lucie, Fontaine, Jean-Pierre, Dussap, Claude-Gilles

Subjects: Get full text

Existence of positive periodic solution of a periodic cooperative model with delays and impulses by Yongkun Li, Wenya Xing

“…Sufficient conditions are obtained for the existence of at least one positive periodic solution of a periodic cooperative model with delays and impulses by using Mawhin's continuation theorem of coincidence degree theory.…”
Get full text

Corrigendum to “Angiogenesis in Pituitary Adenomas: Human Studies and New Mutant Mouse Models” by Carolina Cristina, Guillermina María Luque, Gianina Demarchi, Felicitas Lopez Vicchi, Lautaro Zubeldia-Brenner, Maria Ines Perez Millan, Sofia Perrone, Ana Maria Ornstein, Isabel M. Lacau-Mengido, Silvia Inés Berner, Damasia Becu-Villalobos

Get full text

Characterization and Modeling Quality Analysis of Edible Oils Using Electrochemical Impedance Spectroscopy by T. A. Elmosalami, Mahmoud M. Kamel, I. Tomashchuk, Meshal Alzaid, Massaud Mostafa

“…The model results were compared with the experimental results, which showed satisfactory convergence between them. …”
Get full text

Dynamics of a stoichiometric phytoplankton-zooplankton model with season-driven light intensity by Zhenyao Sun, Da Song, Meng Fan

“…Our central objective of this study was to develop and examine a nonautonomous model of phytoplankton-zooplankton growth, which incorporates season-driven variations in light intensity and chemical heterogeneity. …”
Get full text

Presenting the Model of the Elites' Desertion Factors in Iran's Continental Plateau Oil Company by Mohammad Shaaf Amal, Ahmad Vedadi, Mehdi Tavakoli, Daryoosh Gholamzadeh

“…Abstract The aim of the current research is to provide a model of the factors of leaving the service of the elites in Iran's continental plateau (Fallaat-e Gharreh) oil company. …”
Get full text