Automated classification of epileptic seizures using modified one-dimensional convolution neural network based on empirical mode decomposition with high accuracy by Ibtihal Hassan Elshekhidris, Magdi B. M. Amien, Ahmed Fragoon

“…After that, features extraction step is necessary when used the support vector machine and artificial neural network, but when use the convolution neural network the features are extracted by layers.Results: The highest value of a classification accuracy was 100%, and a sensitivity 100%, a specificity 100%, and a precision 100%, which appeared five times when using the one-dimensional convolution neural network after empirical mode decomposition method.Conclusions: The efficiency of the three methods has been compared and evaluated by using four metrics: Accuracy, Sensitivity, specificity, and Precision, and the result showed the one-dimensional convolution neural network is the best method for classification with empirical mode decomposition.…”
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Height of Hydraulic Fracture Zone Based on PSO_LSSVM Model by Hebin Zhang, Tingting Wang, Bin Wu, Haijun Feng

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Entrepreneurship and Creative Destruction by Cathleen Johnson, Robert Lusch, David Schmidtz

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STUDY ON THE STRUCTURE OF FINANCIAL MARKETS IN THE EUROPEAN UNION AND THE EVOLUTION OF EMERGING STOCK MARKETS by Anca Ioana TROTO (IACOB)

“…Any national economy is characterized by the functioning of specific markets of economic sectors, where the supply and demand for financial assets meet, generating resources necessary for the production development of goods and services, balancing freely or controlled. …”
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A Study on the Effect of Perceived Functional Risk on the Public’s Purchase Intention in Green Sports Stadium Services—Based on the Perspective of Motivational Protection Theory... by Chenfan Liu, Kai Guo, Jinhao Wu, Kai Zhao, Hao Li, Longrui Qi

“…Environmental pollution has become a significant issue, and environmental protection within the realm of sports has garnered increasing attention from various sectors of the academic community. This study takes the public’s intention to purchase sports stadiums as the research object, introduces two mediating variables of green value perception and sense of accomplishment, builds a hypothetical model from the perspective of motivation protection theory, and explores the influence of perceived functional risk of green sports stadiums on consumption intention through SEM analysis based on the samples of the recovered questionnaires (N = 1073). …”
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INCREASE OF EFFICIENCY OF SUPPRESSION OF THE ACTIVE NOISE JAMMING IN RADAR INTERCEPTION OF AIR TARGETS IN THE REVIEW MODE by V. E. Markevich

“…The single estimation of straight line CMJ is formed as result dyad products of the instant vectors of noises in handling channels. In partial channels the adaptive transversal filters with the self-tuning on value of a signal of an aggregate error are implemented.In article skeleton diagrams of devices of the compensating implemented by various methods are resulted. …”
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An Intelligent Sample Selection Method for Space-Time Adaptive Processing in Heterogeneous Environment by Chongdi Duan, Yu Li, Wei Wei Wang

“…Based on the feature vector, the multi-dimensional feature projection based on the kernel function is carried out to achieve the offline training classifier, and the testing samples are classified with intelligence in the multi-dimensional feature space by utilizing the trained support vector machine. …”
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An enhanced time efficient technique for image watermarking using ant colony optimization and light gradient boosting algorithm by Vipul Sharma, Roohie Naaz Mir

“…The image features are extracted at different embedded strength values by the calculation of optimum fitness function. …”
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BPFun: a deep learning framework for bioactive peptide function prediction using multi-label strategy by transformer-driven and sequence rich intrinsic information by Lun Zhu, Hao Sun, Sen Yang

“…Experiments on the test dataset showed that BPFun gets the accuracy and absolute truth value of 0.6577 and 0.6573 on the dataset of seven functional classifications and was superior to other methods. …”
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Comparative proteomic analysis to annotate the structural and functional association of the hypothetical proteins of S. maltophilia k279a and predict potential T and B cell targets... by Md Muzahid Ahmed Ezaj, Md Sajedul Haque, Shifath Bin Syed, Md Shakil Ahmed Khan, Kazi Rejvee Ahmed, Mst Tania Khatun, S M Abdul Nayeem, Golam Rosul Rizvi, Mohammad Al-Forkan, Laila Khaleda

“…Furthermore, all of their physical and chemical characterizations were performed, such as theoretical isoelectric point, molecular weight, GRAVY value, and many more. Besides, the subcellular localization, protein-protein interactions, functional motifs, 3D structures, antigenicity, and virulence factors were also evaluated. …”
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Which behavioral patterns score points in taekwondo matches? An analysis of the Roma 2019 World Grand Prix finalists by Yarisel Quiñones Rodríguez, Gennaro Apollaro, Gennaro Apollaro, Carmen Fúnez, Emanuela Faelli, Emanuela Faelli, Antonio Hernández-Mendo, Verónica Morales-Sánchez, Coral Falcó

“…A function estimation analysis was performed to validate the observed values (using linear, polynomial, exponential, and logarithmic regression, and polynomial interpolation) using Estimación de Funciones software.Results and discussionThe results allow for the development of new training and competition strategies based on the different technical-tactical actions that establish a significant pattern in the realization of a scoring action. …”
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A predictive model for functional cure in chronic HBV patients treated with pegylated interferon alpha: a comparative study of multiple algorithms based on clinical data by Ya-mei Ye, Yong Lin, Fang Sun, Wen-yan Yang, Lina Zhou, Chun Lin, Chen Pan

“…The variables baseline log2(HBsAg), gender, age, neutrophil count at week 12, HBsAg decline rate at week 12, and HBcAb at week 12 were closely associated with functional cure and were included in the predictive model. …”
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The effects of IT capability and distribution competence on business performance of retailers in Omnichannel by Anh T.D. Nguyen

“…To maintain the effectiveness of business operations, increase customer value and enhance competitive advantage, retailers should generate the efficiency of IT and distribution functions. …”
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Harvesting energy’s worth: an economic assessment of energy at wheat farms by Hamed Rafiee, Omid Karami, Atabak Kazempour Kahriz, Reza Shakeri Bostanabad, Alireza Kermani

“…Then, to obtain the Value of Marginal Product (VMP) of the inputs, the production functions of irrigated and dryland wheat for each province were estimated. …”
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Carissa carandas: A multi-faceted approach to health, wellness, and commerce by Wisha Saeed, Tariq Ismail, Muhammad Qamar, Muhammad Zulqarnain Khan, Naveed Ahmad, Mohammad S. Mubarak, Tuba Esatbeyoglu

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An Algorithm for Sound Velocity Error Correction Using GA-SVR Considering the Distortion Characteristics of Seabed Topography Measured by Multibeam Sonar Mounted on Autonomous Unde... by Xiaohan Yu, Junsen Wang, Yang Cui, Shaohua Jin, Gang Bian, Na Chen

“…To eliminate the SVE in the extended SSP, the function of water depth, lateral distance, and SVE was first derived. …”
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Enhancing Residential Electricity Consumption Forecasting with Meta-Heuristic Algorithms by Milad Mohebbi, Behnam Sobhani

“…The growing global population has significantly increased energy demand, particularly in the residential building sector. This surge underscores the necessity for accurate energy consumption forecasting to facilitate effective planning and future demand projections. …”
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Structural change and employment growth in India: reinterpreting “Manufacturing as an Engine of Growth” by Satya Prasad Padhi

“…In addition, the increasing use of manufacturing products in services highlights additional, new service sector employment opportunities. Design/methodology/approach – This paper investigates (1) the manufacturing and service interactions and (2) the investment behaviour in manufacturing using Auto-Regressive Distributed lags (ARDL) and Vector Autoregressive (VAR) models. …”
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Non-intrusive load identification method based on VMD and PSO-SVM by YANG Rui, ZOU Xiaosong, XIONG Wei, YUAN Xufeng, ZHENG Huajun, LIU Bin

“…The total load power signal is decomposed using VMD to obtain multiple intrinsic mode functions (IMF), and then, the IMF is reconstructed based on the cliff criterion and singular value decomposition to virtualize single-channel blind source separation into multi-channel blind source separation into fast independent component analysis (FastICA) for load signal separation. …”
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Comparative functional survival and equivalent annual cost of 3 long-lasting insecticidal net (LLIN) products in Tanzania: A randomised trial with 3-year follow up. by Lena M Lorenz, John Bradley, Joshua Yukich, Dennis J Massue, Zawadi Mageni Mboma, Olivier Pigeon, Jason Moore, Albert Kilian, Jo Lines, William Kisinza, Hans J Overgaard, Sarah J Moore

“…<h4>Background</h4>Two billion long-lasting insecticidal nets (LLINs) have been procured for malaria control. A functional LLIN is one that is present, is in good physical condition, and remains insecticidal, thereby providing protection against vector-borne diseases through preventing bites and killing disease vectors. …”
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