Oculomotor Plant Mathematical Model in Kalman Filter Form With Peak Velocity-Based Neural Pulse for Continuous Gaze Prediction by Dmytro Katrychuk, Dillon J. Lohr, Oleg V. Komogortsev

“…We additionally extend the prior work by evaluating the proposed model on the largest to date pool of 322 subjects against the naive zero displacement baseline and a long short-term memory (LSTM) neural network.…”
Get full text

Linguistic Analysis of Hindi-English Mixed Tweets for Depression Detection by Carmel Mary Belinda M J, Ravikumar S, Muhammad Arif, Dhilip Kumar V, Antony Kumar K, Arulkumaran G

“…In this proposed approach, data has been collected from Twitter and screened via passing them through a classifier built using the multinomial Naive Bayes algorithm and grid search, the latter being used for hyperparameter optimization. …”
Get full text

Validity of a Sham Dry Needling Technique on a Healthy Population by Daniel M Cushman, Anna Holman, Lee Skinner, Keith Cummings, Peter Haight, Masaru Teramoto

“…Most importantly, 94.1% of dry needling-naïve participants were unable to identify they received the sham procedure (p < 0.001)…”
Get full text

AI-Driven Innovations in Tourism: Developing a Hybrid Framework for the Saudi Tourism Sector by Abdulkareem Alzahrani, Abdullah Alshehri, Maha Alamri, Saad Alqithami

“…The conducted experiments demonstrated the framework’s efficacy in identifying positive, neutral and negative sentiments, with the Multinomial Naive Bayes classifier showing superior performance in terms of precision and recall. …”
Get full text

Sound Richness of Music Might Be Mediated by Color Perception: A PET Study by Masayuki Satoh, Ken Nagata, Hidekazu Tomimoto

“…We investigated the role of the fusiform cortex in music processing with the use of PET, focusing on the perception of sound richness. Method. Musically naïve subjects listened to familiar melodies with three kinds of accompaniments: (i) an accompaniment composed of only three basic chords (chord condition), (ii) a simple accompaniment typically used in traditional music text books in elementary school (simple condition), and (iii) an accompaniment with rich and flowery sounds composed by a professional composer (complex condition). …”
Get full text

Data-Driven Approaches for Diagnosis of Incipient Faults in Cutting Arms of the Roadheader by Qiang Liu, Songyong Liu, Qianjin Dai, Xiao Yu, Daoxiang Teng, Ming Wei

“…In this study, four machine learning tools (the back-propagation neural network based on genetic algorithm optimization, the naive Bayes based on genetic algorithm optimization, the support vector machines based on particle swarm optimization, and the support vector machines based on dynamic cuckoo) are applied to address the challenge in the IFDI of cutting arms. …”
Get full text

Afrika’s Cause Must Triumph: Towards the Hegemony of Lembede’s “Afrika for the Afrikans” as a Political Philosophy of National Liberation in “South Africa”. by Masilo Lepuru

“…The fundamental objective of this paper is a call for the replacement of these naïve and dangerous forms of nonracialism with the uncompromising racial nationalism of Lembede, so that Africa’s cause can triumph as he envisioned it. …”
Get full text

Big Data-Based E-Commerce Transaction Information Collection Method by Bingwen Yan, Chunqiong Wu, Rongrui Yu, Baoqin Yu, Nafang Shi, Xiukao Zhou, Yanliang Yu

“…In view of the existing e-commerce transaction information collection method is not mature, in this paper, the electric business platform system architecture planning and design increases the function management module. In this paper, a new Naive Bayes model is established by using HBase distributed database instead of traditional database. …”
Get full text

Time-Frequency Analysis and Target Recognition of HRRP Based on CN-LSGAN, STFT, and CNN by Jianghua Nie, Yongsheng Xiao, Lizhen Huang, Feng Lv

“…Aiming at the problem of radar target recognition of High-Resolution Range Profile (HRRP) under low signal-to-noise ratio conditions, a recognition method based on the Constrained Naive Least-Squares Generative Adversarial Network (CN-LSGAN), Short-time Fourier Transform (STFT), and Convolutional Neural Network (CNN) is proposed. …”
Get full text

Research on Collision Avoidance Methods for Unmanned Surface Vehicles Based on Boundary Potential Field by Yongzheng Li, Panpan Hou, Chen Cheng, Biwei Wang

“…Artificial potential field (APF) methods, with their strong adaptability and simplicity of implementation, are widely used in USV path planning tasks. However, the naive APF method struggles in static complex environments, due to the local minima problem. …”
Get full text

Data Augmentation For Sorani Kurdish News Headline Classification Using Back-Translation And Deep Learning Model by Soran Badawi

“…The proposed BiLSTM model is trained on the augmented data and compared with baseline models SVM (Support-Vector-Machines) and Naïve Bayes an trained on the original data. The experimental results demonstrate that the proposed BiLSTM model outperforms the baseline model and other existing models, achieving state-of-the-art performance on the Kurdish news headline classification task. …”
Get full text

Assessing Institutional Performance Using Machine Learning Algorithms by zainabalwan anwer, Ahmad Abdalrada, Ihtiram Raza Khan

“…The model makes use of a variety of machine learning methods, including Naive Bayes, Logistic Regression, and Support Vector Machine. …”
Get full text

Age-Related Modifications in Circulating IL-15 Levels in Humans by Sebastiano Gangemi, Giorgio Basile, Daniela Monti, Rosaria Alba Merendino, Giuseppe Di Pasquale, Ursula Bisignano, Vittorio Nicita-Mauro, Claudio Franceschi

“…Since IL-15 stimulates the proliferation of memory T cells and the immunosenescence is characterized by accumulation of memory T cells and exhaustion of naive T cells, we analyzed IL-15 levels in sera from 30 ultralongeval subjects with respect to those from young and old adults. …”
Get full text

Transcriptomic HIV-1 reservoir profiling reveals a role for mitochondrial functionality in HIV-1 latency. by Shirley Man, Jade Jansen, Stefanie Kroeze, Teunis B H Geijtenbeek, Neeltje A Kootstra

“…This flow-FISH method was employed to isolate CD4+ T cells expressing abortive or elongated HIV-1 transcripts from five ART-naïve PWH for transcriptomic analysis by 3' RNA sequencing. …”
Get full text

Proactive Distributed Emergency Response With Heterogeneous Tasks Allocation by Justice Darko, Hyoshin Park

“…However, ignoring these inherent interdependencies while making current deployment decisions is shortsighted, and the resulting naive deployment strategy can significantly worsen the overall incident delay impact on the network. …”
Get full text

A study of serum brain-derived neurotrophic factor level in individuals with obsessive compulsive disorder and their first-degree relatives as compared to the healthy population by Shaily Mina, Rupam Dhiman, Prakamya Singal, Sukanya Gangopadhyay, Pankaj Verma, Shivani Kathuria

“…Methods: This cross-sectional study compared serum BDNF levels in medication-free/naive individuals with OCD (n = 30) to their FDR (n = 30) and age-sex matched HC (n = 30). …”
Get full text

Computational linguistics and natural language processing techniques for semantic field extraction in Arabic online news by Maulana Ihsan Ahmad, Moh. Kanif Anwari

“…The research evaluated five classification models: Naive Bayes, Support Vector Machine (SVM), Logistic Regression, Random Forest, and Gradient Boosting. …”
Get full text

Clinical studies with drugs and biologics aimed at slowing or reversing normal aging processes—emerging results and future perspectives by Ricardo P. Garay

“…In the future, attempts could be made to improve potency through a precondition or genetic modification of naive bone marrow stem cells. Autologous adipose stem cell-assisted fat grafting increased graft survival, facial volume, and skin quality. …”
Get full text

Evidence-based policy-making in sports funding using a data-driven optimization approach. by Jan Hurt, Liuhuaying Yang, Johannes Sorger, Thomas J Lampoltshammer, Nike Pulda, Ursula Rosenbichler, Stefan Thurner, Peter Klimek

“…We show that an optimization strategy, where funds are distributed based on regional socio-economic characteristics and club budgets, outperforms a naive approach by up to 117% in attracting children to sports clubs with 5 million euros of additional funding. …”
Get full text

Artificial Intelligence in Identifying Patients With Undiagnosed Nonalcoholic Steatohepatitis by Onur Baser, Gabriela Samayoa, Nehir Yapar, Erdem Baser

“…In addition to the baseline model, a gradient-boosted classification tree, naïve Bayes, and random forest model were created and compared using receiver operator characteristics, area under the curve, and accuracy. …”
Get full text