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Preprint REVIEW | doi:10.20944/preprints202404.1241.v1

Personalized Video Summarization: A Comprehensive Survey of Methods and Datasets

Michail Peronikolis, Costas Panagiotakis

Subject: Computer Science And Mathematics, Artificial Intelligence And Machine Learning Keywords: Video Summarization; recommender systems; video segmentation; personalized video summary

Online: 18 April 2024 (13:59:05 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202404.1204.v1

A Novel Version Three Parameter Nadarajah Haghighi Model: Entropy Measures, Inference and Applications

Fatimah M. Alghamdi, Mohammed Amine Meraou, Hassan M. Aljohani, Mahmoud Abdelraouf, Fathy H. RIAD, Sara Mohamed Ahmed Alsheikh, Meshayil M. Alsolmi

Subject: Computer Science And Mathematics, Probability And Statistics Keywords: Asymmetric dataset; Heavy tailed; MLE procedure; Nadarajah Haghighi; Simulation experiments; Survival function; Symmetric dataset

Online: 18 April 2024 (13:49:06 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202404.1031.v1

Domain Adaptation with Sentiment Domain Adapter

Aiden Carter, Wyne Nasir, Ethan Parker

Subject: Computer Science And Mathematics, Artificial Intelligence And Machine Learning Keywords: Domain Adaptation; Sentiment Analysis; Interpretability

Online: 18 April 2024 (13:36:39 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202404.1225.v1

Solutions for the System of Nonlinear Mixed Variational Inequality Problems

H. Gissy, A. A. H. Ahmadini, Salahuddin .

Subject: Computer Science And Mathematics, Applied Mathematics Keywords: System of nonlinear mixed variational inequality problem; Inverse relaxed monotonicity; Existence; Stability

Online: 18 April 2024 (11:24:36 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202404.1216.v1

Evaluating the Performance of Ensembled YOLOv8 Variants in Smart Parking Applications for Vehicle Detection and License Plate Recognition under Varying Lighting Conditions

Ripunjay Singh, Sarthak Goyal, Shivam Agarwal, Subho Upadhyay

Subject: Computer Science And Mathematics, Computer Vision And Graphics Keywords: YOLOv8; Smart Parking; TOPSIS; Object Detection; YOLOv8 ensembling

Online: 18 April 2024 (10:48:07 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202404.1227.v1

Partition Entropy as a Measure of Regularity of Music Scales

Rafael Cubarsi

Subject: Computer Science And Mathematics, Applied Mathematics Keywords: metric entropy; convex sets; convex functions; continued fractions; best rational approximation; maximal even sets; well-formed scales; pythagorean tuning

Online: 18 April 2024 (08:48:08 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202404.1203.v1

A Sentiment Analysis Approach for Exploring CustomerReviews of Online Food Delivery Services: A Greek Case

Nikolaos Fragkos, Anastasios Liapakis, Maria Ntaliani, Filotheos Ntalianis, Constantina Costopoulou

Subject: Computer Science And Mathematics, Computer Science Keywords: sentiment analysis; customer reviews; online food delivery; food and beverage industry; Greece

Online: 18 April 2024 (08:07:13 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202404.1217.v1

MIoT-aware Hessian Linear Feature Embedding Based Tucker Congruence Deep Convolutional Network for Epidemic Disease Control with Cloud

Sarah A. Alzakari, Nithya Rekha Sivakumar, Ahmed Zohair Ibrahim, Shekaina Justin, Chandrasekar Chelliah

Subject: Computer Science And Mathematics, Computer Science Keywords: Cloud; Epidemic Disease Control; feature selection; Deep Convolutional Network; Hessian Locally Linear Embedding technique; Manhattan distance measure; Tucker coefficient of congruence regression

Online: 18 April 2024 (07:51:24 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202404.1144.v1

Time-Optimal Motions of Mechanical System with Viscous Friction

Dmitrii Kamzolkin, Vladimir Ternovski

Subject: Computer Science And Mathematics, Applied Mathematics Keywords: inverse problems; optimal control; maximum principle; viscous friction; reachibility set

Online: 18 April 2024 (07:09:14 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202402.1001.v4

ISM: A New Space-Learning Model for Heterogenous Multi-view Data Reduction, Visualization and Clustering

Paul Fogel, Galina Boldina, Franck Augé, Christophe Geissler, George Luta

Subject: Computer Science And Mathematics, Artificial Intelligence And Machine Learning Keywords: Principal Component Analysis; Non-negative Matrix Factorization; Non-negative Tensor Factorization; Multi-view Clustering; Canonical Correlation Analysis; Common Principal Components; Multi Dimensional Scaling

Online: 18 April 2024 (02:44:04 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202404.1107.v1

Intermediate Judgments and Trust in Artificial Intelligence-Supported Decision-Making

Scott Humr, Mustafa Canan

Subject: Computer Science And Mathematics, Information Systems Keywords: artificial intelligence; decision-making; trust; quantum decision theory; quantum open systems modeling

Online: 18 April 2024 (02:43:02 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202404.1184.v1

Navigate Change and Innovation: Strategically Integrating Emerging Technologies in Release Management

Bishnu Shankar Satapathy, Ashish Sharma, Madhusmita Dash, S. Ibotombi Singh, Siddhartha Sankar Satapathy, Joya Chakraborty

Subject: Computer Science And Mathematics, Software Keywords: Release Management; Release Readiness Strategy; Process Management; Change Management; Industry 5.0; Software as Service

Online: 17 April 2024 (15:16:59 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202404.1158.v1

Enhancing Beamforming Efficiency: Utilizing Taguchi Optimization and Neural Network Acceleration

Ramzi Kheder, Ridha Ghayoula, Amor Smida, Issam El Gmati, Lassad Latrach, Wided Amara, Amor Hammami, Jaouhar Fattahi, Mohamed Ibrahim Waly

Subject: Computer Science And Mathematics, Artificial Intelligence And Machine Learning Keywords: Taguchi; Neural Networks; Radiation pattern; Phased antenna array; Beamforming

Online: 17 April 2024 (12:09:49 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202404.1149.v1

Center and Hopf Bifurcation of High-order Singularity in a Class of Three-dimensional Systems

Jingping Lu, Wentao Huang, Qinlong Wang

Subject: Computer Science And Mathematics, Mathematics Keywords: high-order degenerate singularity; singular point value; limit cycle; center condition

Online: 17 April 2024 (12:03:23 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202404.1111.v1

Predicting Machine Failures From Multivariate Time Series: An Industrial Case Study

Nicolò Oreste Pinciroli Vago, Francesca Forbicini, Piero Fraternali

Subject: Computer Science And Mathematics, Artificial Intelligence And Machine Learning Keywords: Failure prediction; Machine Learning; Deep Learning; Predictive Maintenance; Compressor; Blood refrigerator; Nitrogen generator; Wrapping machine

Online: 17 April 2024 (11:41:43 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202404.1125.v1

On Double Fuzzy Topological Spaces: Some New Types of Separation Axioms, Continuity, and Compactness

Islam M. Taha

Subject: Computer Science And Mathematics, Geometry And Topology Keywords: intuitionistic fuzzy set; double fuzzy topology; continuity; compactness

Online: 17 April 2024 (09:00:22 CEST)

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Preprint REVIEW | doi:10.20944/preprints202404.0813.v1

Learning to Communicate through Multi-Agent Reinforcement Learning (MARL): A Systematic Literature Review

Ali Beikmohammadi

Subject: Computer Science And Mathematics, Artificial Intelligence And Machine Learning Keywords: Reinforcement Learning; POMDP; Learn to Communicate; Systematic Literature Review; Quantitative Methods; Qualitative Methods

Online: 17 April 2024 (03:29:46 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202404.1018.v1

Discovering Data Domains and Products in Data Meshes Using Semantic Blueprints

Michalis Pingos, Andreas S. Andreou

Subject: Computer Science And Mathematics, Computer Science Keywords: Big Data; Data Lakes; Data Meshes; Data Products; Data Blueprints; Metadata Semantic Enrichment

Online: 16 April 2024 (16:26:06 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202404.1055.v1

Robust Algorithms for the Analysis of Fast Field Cycling Nuclear Magnetic Resonance Dispersion Curves

Villiam Bortolotti, Pellegrino Conte, Germana Landi, Paolo Giuseppe Maria Lo Meo, Anastasiia Nagmutdinova, Giovanni Vito Spinelli, Fabiana Zama

Subject: Computer Science And Mathematics, Applied Mathematics Keywords: Fast Field-Cycling (FFC) NMR relaxometry; Model-free approach to NMR Dispersion profiles; MuPen and L1 regularization algorithms.

Online: 16 April 2024 (15:52:25 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202308.0131.v2

Adversarial Variational Autoencoders to Extend and Improve Generative Model

Loc Nguyen, Hassan I. Abdalla, Ali A. Amer

Subject: Computer Science And Mathematics, Artificial Intelligence And Machine Learning Keywords: deep generative model (DGM); Variational Autoencoders (VAE); Generative Adversarial Network (GAN)

Online: 16 April 2024 (14:04:40 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202404.1049.v1

Unsupervised Color Based Flood Segmentation in UAV Imagery

Georgios Simantiris, Costas Panagiotakis

Subject: Computer Science And Mathematics, Computer Vision And Graphics Keywords: Flood detection; image segmentation; remote sensing; unmanned aerial vehicle (UAV); unsupervised segmentation

Online: 16 April 2024 (11:40:48 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202404.1008.v1

Valuation of Currency Option based on Uncertain Fractional Differential Equation

Weiwei Wang, Dan A. Ralescu, Xiaojuan Xue

Subject: Computer Science And Mathematics, Applied Mathematics Keywords: uncertainty; fractional-order differential equation; currency option; optimistic value

Online: 16 April 2024 (11:07:10 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202404.1050.v1

Adaptive-CAPTCHA: A Text CAPTCHA Solver based on CRNN and Configurable Filter Networks

Xing Wan, Juliana Johari, Fazlina Ahmat Ruslan

Subject: Computer Science And Mathematics, Artificial Intelligence And Machine Learning Keywords: CAPTCHA recognition; noise, interference, filter, LSTM, Resistance Mechanisms

Online: 16 April 2024 (11:01:43 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202404.1017.v1

A Hardware Security Protection Method for Conditional Branches of Embedded Systems

Qiang Hao, Dongdong Xu, Yusen Qin, Ruyin Li, Zongxuan Zhang, Yunyan You, Xiang Wang

Subject: Computer Science And Mathematics, Security Systems Keywords: embedded system; branch prediction unit; conditional branch; jump address; jump direction

Online: 16 April 2024 (10:51:30 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202404.1024.v1

Enhanced Linear and Vision Transformer-Based Architectures for Time Series Forecasting

Musleh Alharthi, Ausif Mahmood

Subject: Computer Science And Mathematics, Artificial Intelligence And Machine Learning Keywords: transformer; linear network; time series forecasting; state space model

Online: 16 April 2024 (10:29:34 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202404.1010.v1

Eigenvalue Distributions in Random Confusion Matrices: Applications to Machine Learning Evaluation

Oyebayo Ridwan Olaniran, Ali Rashash R. Alzahrani, Mohammed R. Alzahrani

Subject: Computer Science And Mathematics, Probability And Statistics Keywords: Eigenvalue; Confusion Matrix; Random matrix; Probability distribution; Evaluation metrics

Online: 16 April 2024 (07:37:52 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202404.0928.v1

Dynamics Computational Sentiment Analysis in Financial Markets

Jessica Carter, Wyne Nasir, Sophia Lee, Ethan Parker

Subject: Computer Science And Mathematics, Artificial Intelligence And Machine Learning Keywords: Sentiment Analysis; Financial Markets; Machine Learning

Online: 15 April 2024 (17:56:30 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202404.0908.v1

Prediction for incremental damage on optics from final optics assembly in ICF high power laser facility

Xueyan Hu, Zhou Wei, Huaiwen Guo, Xiaoxia Huang, Bowang Zhao, Wei Zhong, Qihua Zhu, Zhifei Chen

Subject: Computer Science And Mathematics, Computer Vision And Graphics Keywords: Optics image processing; deep learning; ResNet-18; UNet++

Online: 15 April 2024 (17:53:44 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202404.0960.v1

Source Design Optimization for Depth Image Reconstruction in X-ray Imaging

Hamid Fathi, Tristan Van Leeuwen

Subject: Computer Science And Mathematics, Computational Mathematics Keywords: Laminography; Limited angle tomography; Depth image

Online: 15 April 2024 (13:47:51 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202404.0965.v1

Copula-Probabilistic Flood Risk Analysis with Hourly Flood Monitoring Index

Ravinesh Chand, Thong Nguyen-Huy, Ravinesh C Deo, Sujan Ghimire, Mumtaz Ali, Afshin Ghahramani

Subject: Computer Science And Mathematics, Probability And Statistics Keywords: flood characteristics; flood monitoring; hourly flood index; joint distribution; risk mitigation; vine copulas

Online: 15 April 2024 (11:36:26 CEST)

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Floods are a common natural disaster whose severity in terms of duration, water resource volume, peak and accumulated rainfall-based damage are likely to differ significantly for different geographical regions. In this paper, we first propose a novel hourly flood index (SWRI24−hr−S), derived from normalising the existing 24-hourly water resources index (WRI24−hr−S) in literature, to monitor flash flood risks on an hourly scale. The proposed SWRI24−hr−S is adopted to identify a flood situation and derive its characteristics, such as the duration (D), volume (V) and peak (Q). The comprehensive result analysis establishes the practical utility of SWRI24−hr−S in identifying flood situations at seven study sites in Fiji between 2014 and 2018 and deriving their characteristics (i.e., D, V, and Q). Secondly, this study develops a vine copula-probabilistic risk analysis system that models the joint distribution of flood characteristics (i.e., D, V, and Q) to extract their joint exceedance probability for the seven study sites in Fiji, enabling probabilistic flood risk assessment. The vine copula approach, particularly suited to Fiji’s study sites, introduces a novel probabilistic framework for flood risk assessment. The results show moderate differences in the spatial patterns of joint exceedance probability of flood characteristics in different combination scenarios generated by the proposed vine copula approach. In the worst-case scenario, the probability of any flood event occurring where the flood volume, peak and duration are likely to exceed the 95th-quantile value (representing an extreme flood event) is found to be less than 5% for all study sites. The proposed hourly flood index and the vine copula approach can be feasible and cost-effective tools for flood risk monitoring and assessment. The methodologies proposed in this study can be applied to other data-scarce regions where only rainfall data is available, offering crucial information for flood risk monitoring, assessment, and the development of effective mitigation strategies.

Preprint ARTICLE | doi:10.20944/preprints202404.0881.v1

Texture Image Classification Using Wavelet Haar Approach and Gray Level Co-occurrence Matrix (GLCM)

Kiswanto Kiswanto, Hadiyanto Hadiyanto, Eko Sediyono

Subject: Computer Science And Mathematics, Computer Vision And Graphics Keywords: meat type texture image classification; image processing; wavelet haar; Gray level Cooccurrence Matrix (GLCM); K-Nearst Neighbor (K-NN)

Online: 15 April 2024 (11:30:09 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202404.0872.v1

Enhancing Portfolio Allocation: A Random Matrix Theory Perspective

Fabio Vanni, Asmerilda Hitaj, Elisa Mastrogiacomo

Subject: Computer Science And Mathematics, Mathematics Keywords: portfolio selection; networks; dependence structure; Random Matrix Theory; Hilbert Transformation

Online: 15 April 2024 (11:25:46 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202404.0943.v1

Revealing a Binary Pattern Validates 3n+1 Problem for All Positive Integers

Budee U Zaman

Subject: Computer Science And Mathematics, Algebra And Number Theory Keywords: Binary pattern,Positive integers ,Collatz conjecture

Online: 15 April 2024 (10:55:15 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202404.0940.v1

Automated Visual Generation using GAN with Textual Information Feeds

Sibi Mathew, Milan Mani Mathew, Nitheesh D, Sreedevi S

Subject: Computer Science And Mathematics, Computer Vision And Graphics Keywords: Visualization; Sequential Image Generation; GANs; Natural Language Processing and Deep Learning; TexAD; VQGAN+CLIP

Online: 15 April 2024 (10:46:33 CEST)

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Preprint REVIEW | doi:10.20944/preprints202404.0911.v1

An Overview on Testing using Selanium

Sibi Mathew

Subject: Computer Science And Mathematics, Computer Science Keywords: selenium testing tool; automation-based testing; test cases; selenium IDE

Online: 15 April 2024 (09:36:38 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202404.0792.v2

Understanding the Boundless Potential of Infinite Numbers in Mathematics

Budee U Zaman

Subject: Computer Science And Mathematics, Algebra And Number Theory Keywords: infinite series, infinity, infinitesimals

Online: 15 April 2024 (08:46:20 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202404.0896.v1

Interpolation Once Binary Search over a Sorted List

Jun-Lin Lin

Subject: Computer Science And Mathematics, Computer Science Keywords: binary search; interpolation search; interpolated binary search

Online: 15 April 2024 (08:44:02 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202401.2072.v2

A Convolutional Neural Network as a Potential Tool for Camouflage Assessment

Erik Van der Burg, Alexander Toet, Paola Perone, Maarten A. Hogervorst

Subject: Computer Science And Mathematics, Computer Vision And Graphics Keywords: conspicuity; convolutional neural network; YOLO; camouflage detection; visual search

Online: 15 April 2024 (04:30:36 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202404.0848.v1

Towards a Refined Heuristic Evaluation: Incorporating Hierarchical Analysis for Weighted Usability Assessment

Leonardo Talero-Sarmiento, Marc Gonzalez-Capdevilla, Antoni Granollers, Henry Lamos-Diaz, Karine Pistili-Rodrigues

Subject: Computer Science And Mathematics, Other Keywords: feuristic evaluation; usability testing; analytic hierarchy process; usability; algorithm efficiency; expert evaluation; human-computer interaction; heuristic evaluation

Online: 15 April 2024 (02:51:58 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202404.0857.v1

Insights into How to Enhance Container Terminal Operations with Digital Twins

Marvin Kastner, Nicolo' Saporiti, Ann-Kathrin Lange, Tommaso Rossi

Subject: Computer Science And Mathematics, Information Systems Keywords: container terminal; digital twin; emulation; simulation; terminal operations; Delphi study; questionnaire

Online: 12 April 2024 (17:04:51 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202404.0849.v1

Intellecta Cognitiva: A Comprehensive Dataset for Advancing Academic Knowledge and Machine Reasoning

Ditto PS, Ajmal PS, Jithin VG

Subject: Computer Science And Mathematics, Artificial Intelligence And Machine Learning Keywords: Synthetic data; pretrain data; llm training

Online: 12 April 2024 (12:46:27 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202404.0847.v1

Fine-Grained Cross-Modal Semantic Consistency in Natural Conservation Image Data from a Multi-Task Perspective

Rui Tao, Meng Zhu, Haiyan Cao, Hong-e Ren

Subject: Computer Science And Mathematics, Artificial Intelligence And Machine Learning Keywords: cross-modal; multi-task; image captioning; cross-modal retrieval; cross-modal alignment

Online: 12 April 2024 (10:42:49 CEST)

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The essence of cross-modal generation and retrieval modeling for image-text interactions lies in semantic consistency. Among these, cross-modal representation alignment serves as the foundational requirement for achieving cross-modal semantic consistency. The crux of our proposed method entails the collaborative training of an image captioning model(referred to as the ’captioner’) and a pair of contrastive encoders for image-text matching(referred to as the ’concoder’). This synergistic approach yields concurrent enhancements in concoder’s performance, captioner’s proficiency, and cross-modal semantic coherence. We coin the proposed method as ‘ReCap’. To begin, we initialize the concoder through knowledge distillation from a pre-trained model. During the training process, we use the output of the initialized concoder as input to a residual attention network, jointly training it with the captioner to achieve semantic consistency. Subsequently, we iteratively update the concoder during the image-text momentum encoding phase using the residual attention network, creating a closed-loop for semantic consistency resolution. Upon completion of training, the concoder and captioner modules can be used independently to perform tasks related to cross-modal retrieval and cross-modal generation of text and images. In order to substantiate the efficacy of our proposed method, we initially conducted empirical experiments encompassing image-text retrieval and image captioning tasks, employing a widely recognized benchmark dataset, MSCOCO. Subsequently, we assessed the fine-grained cross-modal alignment performance of the concoder through an image classification task on the iNaturalist 2018 dataset. The achieved performance metrics notably surpassed those achieved by several incumbent state-of-the-art models, thus validating the proficiency of our method. Finally, motivated by the practical requirements of handling the nature conservation image data, we performed caption annotation for the iNaturalist 2018 dataset. Subsequently, we trained the ReCap on this annotated data. Experimental results demonstrate that our proposed method can maintain semantic consistency between cross-modal retrieval and image caption generation for species with similar visual features but distinct semantics. This achievement signifies a meaningful exploration in the field of cross-modal semantic consistency representation, holding significant practical value in the domain of biological research.

Preprint ARTICLE | doi:10.20944/preprints202404.0845.v1

Prototype to Mitigate Risks and Threats for the Closure of Small and Medium-Sized Businesses with the Support of ICT

Anibal AA Altamirano Salazar, Segundo Moisés MT Toapanta Toapanta, Rodrigo RDP Del Pozo Durango, Lenin LA Altamirano Gallegos, José Antonio AOT Orizaga Trejo, Roció RM Maciel Arellano, Elizabeth EO Ordoñez CHavez

Subject: Computer Science And Mathematics, Information Systems Keywords: Information systems; Risk management model; Risk Assessment; Threats and Vulnerabilities; Closure and Bankruptcy of SMEs, Information technologies; Security of the information.

Online: 12 April 2024 (10:41:50 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202404.0832.v1

Enhancing the Efficiency of a Cyber SOC Using Biomimetic Algorithms Empowered by Deep Q–Learning

Rodrigo Olivares, Omar Salinas, Camilo Ravelo, Ricardo Soto, Broderick Crawford

Subject: Computer Science And Mathematics, Artificial Intelligence And Machine Learning Keywords: biomimetic optimization algorithm; deep q–learning; cyber SOC; security information event management

Online: 12 April 2024 (08:28:04 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202404.0824.v1

Parametric asymptotic expansions and confluence for Banach valued solutions to some singularly perturbed nonlinear q-difference-differential Cauchy problem

Stephane Malek

Subject: Computer Science And Mathematics, Analysis Keywords: Asymptotic expansion, confluence, formal power series, partial differential equation, q-difference equation

Online: 12 April 2024 (07:02:53 CEST)

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Preprint ARTICLE | doi:10.20944/preprints201908.0037.v14

Note for the P versus NP Problem

Frank Vega

Subject: Computer Science And Mathematics, Computer Science Keywords: Complexity classes; boolean formula; graph; completeness; polynomial time

Online: 12 April 2024 (04:51:11 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202404.0792.v1

Understanding the Boundless Potential of Infinite Numbers in Mathematics

Budee U Zaman

Subject: Computer Science And Mathematics, Algebra And Number Theory Keywords: ; infinity,infinitesimals, infinite series, infinite numbers

Online: 11 April 2024 (11:18:18 CEST)

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Preprint REVIEW | doi:10.20944/preprints202401.2194.v2

Cybersecurity & Data Privacy in Fintech

Rajath Karangara, Otilia Manta

Subject: Computer Science And Mathematics, Computer Science Keywords: Fintech; Cybersecurity; Data Privacy; Information Security; Regulatory Compliance

Online: 11 April 2024 (10:40:33 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202404.0780.v1

FAST-SCAN: Forward-looking Analysis System for Stock Trend Anticipation

Emma Clarkson, Wyne Nasir, Nathan Ford

Subject: Computer Science And Mathematics, Artificial Intelligence And Machine Learning Keywords: Stock price prediction; Natural language processing; Sentiment analysis

Online: 11 April 2024 (10:28:01 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202404.0779.v1

YOLOv8-Mu: An Improved YOLOv8 Underwater Detector Based on Large Kernel Block and Multi-branch Heavy Parameterization Module

Xing Jiang, Xiting Zhuang, Jisheng Chen, Jian Zhang, Yiwen Zhang

Subject: Computer Science And Mathematics, Artificial Intelligence And Machine Learning Keywords: object detection; deep learning; YOLOv8; UniRepLKNet; Swin Transformer; SPPFCSPC

Online: 11 April 2024 (09:20:11 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202404.0778.v1

Collatz Conjecture Proof and General Equation

Kirk O. Hahn

Subject: Computer Science And Mathematics, Algebra And Number Theory Keywords: collatz conjecture; proof; rules; dendritic pathway

Online: 11 April 2024 (07:07:56 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202404.0740.v1

Functional Process Control (FPC): A Methodology to Reduce Variability

Joaquín Sancho, Javier Martínez, Jorge Pastor, Carlos Cajal

Subject: Computer Science And Mathematics, Applied Mathematics Keywords: functional data; quality; non-normal data; variability; outlier

Online: 10 April 2024 (15:52:41 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202404.0125.v5

Cracking Factorization- Cryptography Challenges

Asset Durmagambetov, Aslan Durmagambetov

Subject: Computer Science And Mathematics, Security Systems Keywords: Decryption; factorization problem; gradient descent algorithm; new method for solving; transition from algebraic methods to approaches based on functional analysis

Online: 10 April 2024 (15:49:24 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202404.0727.v1

Analyzing Bifurcations and Optimal Control Strategies in SIRS Epidemic Models: Insights from Theory and COVID-19 Data

Mohamed Cherif Belili, Mohamed Lamine Sahari, Omar Kebiri, Halim Zeghdoudi

Subject: Computer Science And Mathematics, Applied Mathematics Keywords: Flip bifurcation; Transcritical bifurcation; discrete epidemic model; numerical simulation

Online: 10 April 2024 (11:45:15 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202404.0710.v1

Hybrid Speech-Lexicon Emotion Analysis

Maximilian Weber, Wyne Nasir, Sofia Rossi

Subject: Computer Science And Mathematics, Artificial Intelligence And Machine Learning Keywords: Hybrid emotion detection; Textual analysis; Fusion techniques; Natural language understanding

Online: 10 April 2024 (10:58:12 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202404.0699.v1

Development of a Compartment Model to Study the Pharmacokinetics of Medical THC after Oral Administration

Thanachok Mahahong, Teerapol Saleewong

Subject: Computer Science And Mathematics, Computational Mathematics Keywords: compartment model; delta9-tetrahydrocannabinol (THC); nonstandard finite difference (NSFD); oral administration; pharmacokinetics

Online: 10 April 2024 (10:53:56 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202402.1001.v3

ISM: A New Space-Learning Model for Heterogenous Multi-view Data Reduction, Visualization and Clustering

Paul Fogel, Galina Boldina, Franck Augé, Christophe Geissler, George Luta

Subject: Computer Science And Mathematics, Artificial Intelligence And Machine Learning Keywords: Principal Component Analysis; Non-negative Matrix Factorization; Non-negative Tensor Factorization; Multi-view Clustering; Canonical Correlation Analysis; Common Principal Components; Multi Dimensional Scaling

Online: 10 April 2024 (10:52:38 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202404.0709.v1

AI Agents from Copilots to Coworkers: Historical Context, Challenges, Limitations, Implications, and Practical Guidelines

Kadhim Hayawi, Sakib Shahriar

Subject: Computer Science And Mathematics, Artificial Intelligence And Machine Learning Keywords: artificial intelligence agents; human-AI collaboration; generative AI; artificial general intelligence; ethical AI

Online: 10 April 2024 (10:48:44 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202404.0728.v1

Linear Generalized N-derivations on C-algebras*

Vaishali Varshney, Amal S. Alali, Shakir Ali

Subject: Computer Science And Mathematics, Algebra And Number Theory Keywords: Linear derivation; linear n-derivation; generalized linear n-derivation; Lie ideal; Banach algebra; C*-algebra

Online: 10 April 2024 (10:09:03 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202404.0725.v1

Green Measures for a Class of Non-markov Processes

Herry P. Suryawan, José L. da Silva

Subject: Computer Science And Mathematics, Mathematics Keywords: Fractional Brownian motion; generalized grey Brownian motion; Green measure; subordination

Online: 10 April 2024 (09:55:43 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202404.0683.v1

Gamifying Cultural Heritage: The Digitization Journey of Genoa University Museum System (SMA-UniGe)

Lara La Tessa, Stefano Schiaparelli, Mauro Coccoli, Saverio Iacono, Gianni Vercelli, Daniele Zolezzi

Subject: Computer Science And Mathematics, Other Keywords: Digital Heritage; Gamification; User Experience

Online: 10 April 2024 (09:40:10 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202301.0541.v15

A Solution of The Collatz Conjecture Problem

Baoyuan Duan

Subject: Computer Science And Mathematics, Signal Processing Keywords: Collatz conjecture; (*3+1)/2^k odd sequence; (*3+2^m-1)/2^k odd sequence; (*3+2^m-1)/2^k odd tree.

Online: 10 April 2024 (09:37:50 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202403.0213.v2

The Impact of SMOTE and ADASYN on Random Forest and Advanced Gradient Boosting Techniques in Telecom Customer Churn Prediction

Mehdi Imani, Zahra Ghaderpour, Majid Joudaki, Ali Beikmohammadi

Subject: Computer Science And Mathematics, Artificial Intelligence And Machine Learning Keywords: customer churn prediction; machine learning; classification techniques; SMOTE; ADASYN; Random Forest; XGBoost; LightGBM; CatBoost

Online: 10 April 2024 (07:57:46 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202404.0672.v1

Leveraging Self-Distillation and Disentanglement Network to Enhance Visual-Semantic Feature Consistency in Generalized Zero-Shot Learning

Xiaoming Liu, Chen Wang, Guan Yang, Chun hua Wang, Yang Long, Jie Liu, Zhi yuan Zhang

Subject: Computer Science And Mathematics, Computer Vision And Graphics Keywords: generalized zero-shot Learning; self-distillation, disentanglement network, visual-semantic feature consistency

Online: 10 April 2024 (07:53:22 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202404.0633.v1

CRTED: Few-Shot Object Detection via Correlation-RPN and Transformer Encoder-Decoder

Jinlong Chen, Kejian Xu, Yi Ning, Lianyuan Jiang, Zhi Xu

Subject: Computer Science And Mathematics, Computer Vision And Graphics Keywords: Few-shot object detection; Region proposal network; Transformer Encoder-Decoder; Training strategies

Online: 9 April 2024 (13:06:53 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202402.1120.v2

Introducing Novel Geometric Insights and Three-Dimensional Depictions of the Pythagorean Theorem for Any Triangles

Marco Aurélio Dos Santos Bernardes

Subject: Computer Science And Mathematics, Mathematics Keywords: Pythagorean theorem; three-dimensional space; triangles; three-dimensional geometric shape; Triangle Midsegment Theorem

Online: 9 April 2024 (12:17:11 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202404.0631.v1

Text-to-Image Segmentation with Open-Vocabulary and Multitasking

Lihu Pan, Yunting Yang, Zhengkui Wang, Rui Zhang

Subject: Computer Science And Mathematics, Computer Vision And Graphics Keywords: image segmentation; open vocabulary; multitask; multi-modal interaction

Online: 9 April 2024 (11:43:57 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202404.0611.v1

A method for automatically detecting errors in an embedded English speech teaching system

Soumya Majumdar, Karan Das, Omar Abdullah Chowdhury, Ashutosh Prasad Yadav, Bapun Sahoo

Subject: Computer Science And Mathematics, Artificial Intelligence And Machine Learning Keywords: Teaching System, Error Detection, Automated detectors, Online Learning, Spoken English, Speech Teaching System, Artificial Intelligence, Speech Recognition

Online: 9 April 2024 (09:40:31 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202404.0604.v1

Sentiment Analysis of Social Media Data on Ebola Outbreak Using Deep Learning Classifiers

Alex Mirugwe, Clare Ashaba, Alice Namale, Evelyn Akello, Edward Bichetero, Edgar Kansiime, Juwa Nyirenda

Subject: Computer Science And Mathematics, Artificial Intelligence And Machine Learning Keywords: Ebola; Deep learning; Sentiment Analysis; Natural Language Processing

Online: 9 April 2024 (07:20:36 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202404.0591.v1

Semi-Supervised Facial Acne Segmentation Using Bidirectional Copy-Paste

Semin Kim, Huisu Yoon, Jongha Lee

Subject: Computer Science And Mathematics, Artificial Intelligence And Machine Learning Keywords: acne segmentation; semi-supervised learning; bidirectional copy-paste; deep learning; semantic segmentation

Online: 9 April 2024 (07:17:22 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202404.0589.v1

Synthetic Image Generation using Conditional GAN Provided Single Sample Face Image

IQBAL MUHAMMAD ALI, Waqas Jadoon, Soo Kyun Kim

Subject: Computer Science And Mathematics, Computer Vision And Graphics Keywords: Convolutional Neural Network (CNN); Single Sample Per Person (SSPP); Conditional Generative Adversarial Network (CGAN)

Online: 8 April 2024 (16:59:15 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202404.0484.v1

On Approximate Variational Inequalities and Bilevel Programming Problems

Balendu Bhooshan Upadhyay, I. M. Stancu-Minasian, Subham Poddar, Priyanka Mishra

Subject: Computer Science And Mathematics, Mathematics Keywords: limiting subdifferentials; ϵ-quasi solutions; approximate convex functions; variational inequalities

Online: 8 April 2024 (16:35:51 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202404.0545.v1

Birth-Death Processes with Two-type Catastrophes

Junping Li

Subject: Computer Science And Mathematics, Probability And Statistics Keywords: Birth-death process; Catastrophe; Laplace transform; Probability density function

Online: 8 April 2024 (16:02:38 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202404.0563.v1

Development of Context-based Sentiment Classification for Intelligent Stock Market Prediction

Nurmaganbet Smatov, Ruslan Kalashnikov, Amandyk Kartbayev

Subject: Computer Science And Mathematics, Artificial Intelligence And Machine Learning Keywords: sentiment analysis; neural networks; stock price prediction; text-mining; deep learning.

Online: 8 April 2024 (15:45:25 CEST)

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Preprint REVIEW | doi:10.20944/preprints202404.0581.v1

Application of Artificial Intelligence in Shoulder Pathology

Cong Cheng, Xinzhi Liang, Dong Guo, Denghui Xie

Subject: Computer Science And Mathematics, Artificial Intelligence And Machine Learning Keywords: shoulder pathology; artificial intelligence; modern medicine; clinical practice

Online: 8 April 2024 (15:05:04 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202404.0568.v1

Adversarial Fine-Grained Sentiment Analysis

Giulia Rossi, Amir Al-Masri, Wyne Nasir, Yuto Watanabe

Subject: Computer Science And Mathematics, Artificial Intelligence And Machine Learning Keywords: Aspect-Based Sentiment Analysis, Adversarial Training, Sentiment Detection

Online: 8 April 2024 (14:59:11 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202404.0125.v4

Cracking Factorization- Cryptography Challenges

Asset Durmagambetov, Aslan Durmagambetov

Subject: Computer Science And Mathematics, Security Systems Keywords: Decryption; factorization problem; gradient descent algorithm; new method for solving; transition from algebraic methods to approaches based on functional analysis

Online: 8 April 2024 (14:56:14 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202404.0561.v1

ECHO: Energy-Efficient Computation Harnessing Online Arithmetic – a MSDF-Based Accelerator for DNN Inference

Muhammad Sohail Ibrahim, Muhammad Usman, Jeong-A Lee

Subject: Computer Science And Mathematics, Hardware And Architecture Keywords: Computation pruning; early negative detection; CNN acceleration; convolution neural network; most-significant-digit first; online arithmetic.

Online: 8 April 2024 (14:46:36 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202404.0577.v1

Optical Color Image Encryption Algorithm Based on Two‐Dimensional Quantum Walking (OCT)

Guohao Cui, Xiaoyi Zhou, Hao Wang, Wentao Hao, Anshun Zhou, Jianqiang Ma

Subject: Computer Science And Mathematics, Security Systems Keywords: Optical color image incryption; Image incryption; Two-dimensional quantum walking; Double random phase encoding

Online: 8 April 2024 (14:37:22 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202404.0536.v1

Multi-Dimensional Integral Transform with Fox Function in Kernel on Lebesgue-Type Spaces

Sergey Sitnik, Oksana Skoromnik

Subject: Computer Science And Mathematics, Mathematics Keywords: Multi-dimensional integral transform; Fox H-function; Melling transform; weighted space; fractional integrals and derivatives

Online: 8 April 2024 (11:43:19 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202404.0525.v1

Assessing the Predictive Power of Machine Learning Models for Wind Speed Prediction under Different Weather Conditions

Fhulufhelo Walter Mugware, Caston Sigauke, Thakhani Ravele

Subject: Computer Science And Mathematics, Probability And Statistics Keywords: Air pollution; Global warming; Fossil fuels; Renewable energy; Carbon emissions; volatility; Reliability; Machine learning; ANN; CNN

Online: 8 April 2024 (11:22:28 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202404.0515.v1

Contrastive Learning-Based Sentiment Analysis

Emily Johnson, Wyne Nasir, Christopher Smith

Subject: Computer Science And Mathematics, Artificial Intelligence And Machine Learning Keywords: sentiment analysis, contrastive learning, cross-domain adaptation

Online: 8 April 2024 (08:55:21 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202404.0508.v1

MMD-MSD: A Multimodal Multisensory Dataset in Support of Musculoskeletal Disorders Research and Technology Development

Valentina Markova, Todor Ganchev, Silvia Filkova, Miroslav Markov

Subject: Computer Science And Mathematics, Other Keywords: multimodal dataset; musculoskeletal disorders prevention; computer-oriented working environment; performance evaluation; Stroop test; PPG; EDA; skin temperature; pictures; video; three-axis accelerometer

Online: 8 April 2024 (08:52:59 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202404.0504.v1

Robust Bias Compensation Method for Sparse Normalised Quasi-Newton Least-Mean with Variable-Mixing-Norm Adaptive Filtering

Ying-Ren Chien, Han-En Hsieh, Guobing Qian

Subject: Computer Science And Mathematics, Signal Processing Keywords: bias compensation; convex combination; impulse noise (IN); noisy inputs; variable mixed norm adaptive filtering algorithm

Online: 8 April 2024 (07:13:00 CEST)

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Preprint ESSAY | doi:10.20944/preprints202404.0506.v1

Neural Networks through the Lens of Evolutionary Dynamics

Dan C. Baciu

Subject: Computer Science And Mathematics, Applied Mathematics Keywords: Evolutionary dynamics; Neural Networks; Self-attention; Variation-selection; Frequency Dependent Selection

Online: 8 April 2024 (06:11:15 CEST)

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Preprint ARTICLE | doi:10.20944/preprints201908.0037.v13

Note for the P versus NP Problem

Frank Vega

Subject: Computer Science And Mathematics, Computer Science Keywords: Complexity classes; boolean formula; graph; completeness; polynomial time

Online: 8 April 2024 (06:04:04 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202404.0499.v1

Detecting Anomalies in IoT Devices: A Machine Learning-Based Solution

Rama Al Attar, mouhammd alkasassbeh, Mu’awya Al-Dala’ien, Manar Alohaly

Subject: Computer Science And Mathematics, Computer Networks And Communications Keywords: IoT; machine learning; security; ensemble; IDS; anomaly detection ;

Online: 8 April 2024 (05:04:39 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202404.0493.v1

Enhancing Commercial Interactions through Comprehensive QA Fusion

Logan Wright, Aiden Carter, Wyne Nasir

Subject: Computer Science And Mathematics, Artificial Intelligence And Machine Learning Keywords: natural language processing; transformer; question answering

Online: 8 April 2024 (04:31:40 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202404.0457.v1

Smart Manufacturing and Pro-Environmental Behaviour: A Moderated Serial Mediation Model

Emily Opoku Aboagye-Dapaah, Michael Karikari Appiah, Joshua Caleb Dagadu

Subject: Computer Science And Mathematics, Information Systems Keywords: Smart Manufacturing; Sustainable Production; Environmental Orientation; Green Innovation

Online: 7 April 2024 (05:30:44 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202403.1598.v2

The Elba Curves

Elkhan B Beylarov, Ilyas R Hasanov

Subject: Computer Science And Mathematics, Mathematics Keywords: Fermat's last theorem; circle; ellipse; triangle; n-degree curves; equations

Online: 5 April 2024 (16:27:27 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202404.0427.v1

Estimation of Concrete Compressive Strength Using Machine Learning

Yao Ming Hong, Amit Kumar Sah

Subject: Computer Science And Mathematics, Artificial Intelligence And Machine Learning Keywords: Concrete compressive strength; Regression tree; Artificial neural network (ANN); Root mean square error; Coefficient of Correlation

Online: 5 April 2024 (10:51:37 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202404.0429.v1

Analysis of Missingness Scenarios for Observational Health Data

Alireza Zamanian, Henrik von Kleist, Octavia Andreea Ciora, Marta Piperno, Gino Lancho, Narges Ahmidi

Subject: Computer Science And Mathematics, Artificial Intelligence And Machine Learning Keywords: Missing Data Analysis; Observational Health Data; Missingness Scenarios; Missing Data Assumptions; Missingness distribution shift

Online: 5 April 2024 (10:45:36 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202404.0125.v3

Cracking Factorization- Cryptography Challenges

Asset Durmagambetov, Aslan Durmagambetov

Subject: Computer Science And Mathematics, Security Systems Keywords: Decryption; factorization problem; gradient descent algorithm; new method for solving; transition from algebraic methods to approaches based on functional analysis

Online: 5 April 2024 (09:09:38 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202404.0410.v1

Correctness Verification of Mutual Exclusion Algorithms by Model Checking

Libero Nigro, Franco Cicirelli

Subject: Computer Science And Mathematics, Computer Science Keywords: Mutual exclusion algorithms; correctness analysis; automated reasoning; model checking; statistical model checking; Timed Automata; Uppaal

Online: 5 April 2024 (06:41:37 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202403.1316.v2

Peter Chew Sum: Beyond Newton Sum in Quadratic Root Function Computations

Peter Chew

Subject: Computer Science And Mathematics, Mathematics Keywords: Peter Chew Sum; Newton's Sum; Quadratic; Root; Function; Computations ;

Online: 5 April 2024 (03:16:41 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202110.0087.v22

On the Additive and Subtractive Representation of Even Numbers from Primes

Ali Shehu, Jetmira Uka

Subject: Computer Science And Mathematics, Algebra And Number Theory Keywords: sieve of eratosthenes; goldbach conjecture; polignac conjecture; twin prime conjecture

Online: 4 April 2024 (17:39:40 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202404.0331.v1

DAE-GAN: Underwater Image Super-Resolution Based on Degradation-Aware Attention Enhanced Generative Adversarial Network

Miaowei Gao, Zhongguo Li, Qi Wang, Wenbin Fan

Subject: Computer Science And Mathematics, Artificial Intelligence And Machine Learning Keywords: underwater image super resolution; degradation model; generative adversarial network; atten-tion mechanism

Online: 4 April 2024 (17:36:21 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202404.0386.v1

Big Data Privacy Protection and Security Provisions of Healthcare SecPri-BGMPOP Method in Cloud Environment

Moorthi K, Jothi Prabha Appadurai, Balasubramanian Prabhu Kavin, Jeeva Selvaraj, Hong-Seng Gan, Wen-Cheng Lai

Subject: Computer Science And Mathematics, Security Systems Keywords: Big Data; Security; Privacy; Boost Graph convolutional network clustering algorithm; Magnify Pinpointing based encryption approach; Hybrid Particle swarm; Grey wolf optimization

Online: 4 April 2024 (14:32:08 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202404.0383.v1

Object and Event Detection Pipeline for Rink Hockey Games

J. M. Lopes, L. P. Mota, S. M. Mota, José Manuel Torres, Rui S. Moreira, Christophe Soares, Ivo Pereira, Feliz Gouveia, Pedro Sobral

Subject: Computer Science And Mathematics, Artificial Intelligence And Machine Learning Keywords: Deep Learning; Rink Hockey; Objects and Events Detection; Artificial Intelligence; Computer Vision; YOLOv7; Team Sports

Online: 4 April 2024 (13:32:18 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202404.0346.v1

Research on Online Review Information Classification Based on Multimodal Deep Learning

Jingnan Liu, Yefang Sun, Yueyi Zhang, Chenyuan Lu

Subject: Computer Science And Mathematics, Artificial Intelligence And Machine Learning Keywords: Deep learning; Multimodality; Online review information; Sentiment analysis

Online: 4 April 2024 (12:58:55 CEST)

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Computer Science and Mathematics