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ORCIDInformatica (Slovenia), Volume 48
Volume 48, Number 1, 2024
- Rajkumar Palaniappan
:
An Overview on Robot Process Automation: Advancements, Design Standards, its Application, and Limitations. - Natasha Stojkovikj, Limonka Koceva Lazarova, Aleksandra Stojanova, Marija Miteva, B. Zlatanovska, Mirjana Kocaleva:
Application of Agent-Based Modelling in Learning Process. - Ali Nader Mahmed, Mohd Nizam Mohmad Kahar:
Simulation for Dynamic Patients Scheduling based on Many Objective Optimization and Coordinator. - Ebenezer Agbozo, Daniel Musafiri Balungu:
Liver Disease Classification - An XAI Approach to Biomedical AI. - Ziga Babnik, Jasmina Pegan, Domen Kos, Lovro Subelj:
Generating Lyrics Using Constrained Random Walks on a Word Network. - Rekha Sahu, Satya Ranjan Dash, Amarendra Baral:
Identification of Students' Confusion in Classes from EEG Signals using Convolution Neural Network. - Niki Hrovatin:
Enabling Decentralized Privacy Preserving Data Processing in Sensor Networks. - Ngo Le Huy Hien, Luu Van Huy, Hoang Huu Manh, Nguyen Van Hieu:
A Deep Learning Model for Context Understanding in Recommendation Systems. - Xiangyang Xu:
Multimedia VR Image Improvement and Simulation Analysis Based on Visual VR Restructuring Algorithm. - Garima Bisht, A. K. Pal:
A Novel Fuzzy Modified RAFSI Method and its Applications in Multi-Criteria Decision-Making Problems. - Hind Hamla, Khadoudja Ghanem:
A Hybrid Feature Selection Based on Fisher score and SVM-RFE for Microarray Data. - Jeeva Jose, Vijo Mathew:
IoT Based Model for Data Analytics of KPI Platform in Continuous Process Industry. - Bassem Bsir, Nabil Khoufi, Mounir Zrigui:
Prediction of Author's Profile basing on Fine-Tuning BERT model.
Volume 48, Number 2, 2024
- Md. Al Mehedi Hasan, Yong Seok Hwang, Jungpil Shin:
Deep Learning Assisted Intelligent Human Computer Interaction for Next Generation Internet Applications. - Brajendra Singh Rajput, Partha Roy, Sunita Soni, Bhagat Singh Raghuwanshi:
ELM-Based Imbalanced Data Classification-A Review. - Yingzi Cong:
Image stitching technology for police drones using an improved image registration method incorporating ORB algorithm. - Kalyanapu Srinivas, Vijayalakshmi Ch, Subba Reddy Borra, K. Srujan Raju, Ganga Rama Koteswara Rao, K. N. V. Satyanarayana, Pala Mahesh Kumar:
Cardiacnet: Cardiac Arrhythmia Detection and Classification Using Unsupervised Learning Based Optimal Feature Selection with Custom CNN Model. - Damjan Fujs:
Concurrent Consideration of Technical and Human Aspects in Security Requirements Engineering. - Bujar Fetai:
Advancing Cadastral Mapping with UAVs and Automated Boundary Delineation. - Xiaoqiang Wang:
Edge Computing Based Multi-Objective Task Scheduling Strategy for UAV with Limited Airborne Resources. - Ana Faric, Ivan Bratko:
Machine Bias: A Survey of Issues. - Ature Angbera, Huah Yong Chan:
Utilizing an Ensemble Framework for Real-Time Spatiotemporal Data Streams Concept Drift Handling in Crime Classification. - Subba Reddy Borra, K. Ritika, N. Akshaya Reddy, Neela Shanvitha, T. Anusha, O. Sri Sai Raja Rajeswari:
Parkinson Net: Convolutional Neural Network Model for Parkinson Disease Detection from Image and Voice Data. - Dino Vlahek:
An Efficient Iterative Algorithm to Explainable Feature Learning. - Menglin Wu, Zhenyu Liu:
Unmanned Logistics Vehicle Control Based on Path Tracking Control Algorithm. - Jianbing Zhang:
Attribute Induction-Oriented Excavation and Generalization Analysis of Site Archaeological Data. - Yaser Ghafoori:
Seepage Detection Using Passive Temperature Measurements by Fiber Optic DTS. - Venkata Kotam Raju Poranki, B. Srinivasa Rao:
DRG-Net: Diabetic Retinopathy Grading Network using Graph Learning with Extreme Gradient Boosting Classifier.
Volume 48, Number 5, 2024
- Xiaoyan Wang, Ya Li:
Edge Detection and Simulation Analysis of Multimedia Images Based on Intelligent Monitoring Robot. - Anna Liu:
Multi-genre Digital Music Based on Artificial Intelligence Automation Assisted Composition System. - Hoger K. Omar, Mondher Frikha, Alaa Khalil Juma'a:
Improving Big Data Recommendation System Performance using NLP techniques with multi attributes. - Haiyan Xun:
Research on Automatic Recognition Technology of Library Books Based on Image Processing. - Zhaojin Zhang:
Application of Gradient Boosting Regression Model in Intelligent Distribution of E-commerce. - Lin Gan:
Application of Fuzzy Neural Network in Teaching Spoken English for Tourism. - Huanwen Liu:
Enhanced CoCoSo Method for Intuitionistic Fuzzy MAGDM and Application to Financial Risk Evaluation of High-Tech Enterprises. - Wenting Xiong:
Web News Media Retrieval Analysis integrating with Knowledge Recognition of Semantic Grouping Vector Space Model. - Zakariya A. Oraibi, Safaa Albasri:
Efficient COVID-19 Prediction by Merging Various Deep Learning Architectures. - Ying Wang:
A study on the recognition of typical movement characteristics of ethic folk dances based on movement data. - Quanzhi Liu, Shuang Wu, Peng Zhang:
Statistical analysis of urban traffic flow using deep learning. - Danping Chen:
Animation Vr Scene Stitching Modeling Based on Genetic Algorithm. - Jingzheng Guo, Yan Ding:
Comparison of Model Performance in Forewarning Financial Crisis of Publicly Traded Companies: Different Algorithmic Models.
Volume 48, Number 6, 2024
- Liyan Shen:
Analysis of Immersive Virtual Reality Tourism Resources Based on Navier-Stokes Equations. - C. Vijaya, P. Srinavasan:
Multi-objective Meta-heuristic Technique for Energy Efficient Virtual Machine Placement in Cloud Data Centers. - Guifang Wang:
A Micro-class Teaching Data Retrieval Method of Business English Based on Network Information Classification. - Lei Tian:
Analysis of Media Content Recommendation in the New Media Era Considering Scenario Clustering Algorithm. - J. Manikandan, Uppalapati Srilakshmi:
Data Transmission with Aggregation and Mitigation Model Through Probabilistic Model in Data Center. - Guanghuan Li:
Research on Automatic Identification of Machine English Translation Errors Based on Improved GLR Algorithm. - Xiaohu Lu:
Evaluation and Improvement of Enterprise Budget Performance Based on Multiple Linear Regression Algorithm. - João Videira, Pedro Dinis Gaspar, Vasco N. G. J. Soares, João M. L. P. Caldeira:
A Mobile Application for Detecting and Monitoring the Development Stages of Wild Flowers and Plants. - Limei Ma:
Research on the Construction of English Translation Model for Speech Recognition Based on Multiple Information Sources and Lexical Assistance. - Gbadegesin Adetayo Taiwo, Muhamad Saraee, Jimoh Fatai:
Crime Prediction Using Twitter Sentiments and Crime Data. - Xiangyun Meng:
Research on the Development of Modern Design Through Data Mining Technology. - Samer Murrar, Fatima Mustafa Alhaj, Mahmoud H. Qutqut:
Machine Learning Algorithms for Transportation Mode Prediction: A Comparative Analysis.
Volume 48, Number 7, 2024
- Shanshan Cheng, Qianchen Yang, Huan Luo:
Design of Neural Network-based Online Teaching Interactive System in the Context of Multimedia-assisted Teaching. - Rajkumar Palaniappan:
Comparative Analysis of Support Vector Machine, Random Forest and k-Nearest Neighbor Classifiers for Predicting Remaining Usage Life of Roller Bearings. - Xiaosi Qi, Jianwei Zhao, Guochao Hu:
Explore the Personalized Resource Recommendation of Educational Learning Platforms: Deep Learning. - Máté Szabó:
Building Ensemble Models with Web Services on Microservice Architecture. - Fangmian Liu, Qiyuan Bian:
Hierarchical Model Rule Based Nlp for Semantic Training Representation Using Multi Level Structures. - Mohamed Meselhy Eltoukhy, Mohammad Zakaraia:
A Modified Emperor Penguin Optimizer Algorithm for Solving Fixed-Charged Transshipment Problem. - Shaowei Zhang, Rongwang Yin, Mengzi Zhang:
Dynamic Unstructured Pruning Neural Network Image Super-resolution Reconstruction. - Zhang Xinyu, Liu Jinjian, Guanwei Zhang, Guo Wei:
Optimization of Asynchronous Parallel Tasks Scheduling with Multi-resource Constraints.
Volume 48, Number 8, 2024
- Fatima Zohra Lebbah, Moussa Larbani, Abdellatif Rahmoun:
Closed Itemset Mining: A graph theory perspective. - Lingyu Liao, Yang Lei:
Image Content Forgery Detection Model Combining PSO and SVM in Electronic Data Forensics. - Dafei Wu:
Personalized Learning Resource Push Evaluation Considering Image Big Data Processing Technology. - Hua Huang:
Feature Extraction and Classification of Text Data by Combining Two-stage Feature Selection Algorithm and Improved Machine Learning Algorithm. - Daoke Li:
Fermat Curve Path Planning Method for Ship Trajectory Tracking. - Ayman Odeh:
Exploring AI Innovations in Automated Software Source Code Generation: Progress, Hurdles, and Future Paths. - Lin Jing:
Evolutionary Deep Learning for Sequential Data Processing in Music Education. - Wei Wu, Li Ye:
Research on Real Scene Robot 3d Visualization of Historical Architectural Heritage Based on Big Data Objects. - Xi Li, Jiao Hua:
Basketball Fixed-point Shot Hit Prediction Based on Human Pose Estimation Algorithm. - Firas Fawzy Zobary:
Optimizing SDN Controller to Switch Latency for Controller Placement Problem. - Cheng Pan, Haiyan Zhao, Meijiao Sun:
Real-time Target Detection System in Scenic Landscape Based on Improved YOLOv4 Algorithm. - Yingjie Cui:
Artificial intelligence-based design of English teaching system. - Xiaona Xie, Bo Ni:
Distributed Distribution and Scheduling of Teaching Resources Based on a Random Matrix Educational Leadership Model. - Sunkari Venkateswarulu, A Srinagesh:
DeepExplain: Enhancing DeepFake Detection Through Transparent and Explainable AI model. - Shreya Prasad, Himank Gupta, Arup Ghosh:
Leveraging the Potential of Large Language Models.
Volume 48, Number 9, 2024
- Xiaozhi Peng, Yang Li:
Improved C3D Network Model Construction and Its Posture Recognition Study in Swimming Sports. - Xiaolong Qi:
Event-Triggered Predictive Control Algorithm for Multi-AUV Formation Modeling. - Guozhen Sang, Xiaoyan Wang, Jianyang Zhang:
Improved Otsu Theory of Image Multi-threshold Segmentation by Incorporating Ant Colony Algorithm. - Mengmeng Han, Imelda Lorenzo Najord:
A Typical Model Evaluation System for Rural Vocational Education Against Poverty Is Based on a Decision Tree Mining Algorithm. - Haiyu Zhang, Yang Li:
Student Classroom Teaching Behavior Recognition Based on DSCNN Model in Intelligent Campus Education. - Pei Yan, Yu Zhou:
Application of Recommendation Algorithm Based on Matrix Dimensionality Reduction Model in Network Information Analysis Model. - Hui Zhao:
Research on the Recognition of Psychological Emotions in Adults Using Multimodal Fusion. - Hong Nguyen Thi Khanh:
Argumentation Based Machine Learning for Inconsistent Knowledge Bases. - Jing Chen:
Construction and Application of an Economic Intelligent Decision-making Platform Based on Artificial Intelligence Technology. - Yan Yan Zhai:
River Ship Monitoring Based on Improved Deep-Sort Algorithm. - Yanyan Dou:
Effect Analysis of Adaptive Ant Colony Algorithm with QoS Constraints Applied in Drone Disaster Area Search and Rescue System. - Yanan Bai, Junfang Guo:
English Teaching Achievement Prediction by Big Data Analysis under Deep Intervention. - Qing Ye, Bo Xia, Ye Ren:
Towards a Multimedia Big Data-Driven Approach for Earthquake Monitoring and Forecasting early warning system. - Xiaomin Xue:
Intelligent Environment Design for Indoor Spaces Based on Perception and Behavior Correlation. - Chao Hong:
Basketball Video Image Segmentation Using NeutrosophicFuzzy C-means Clustering Algorithm.
Volume 48, Number 10, 2024
- Bingqian Fan:
Formation Control Algorithm for Multiple Mobile Robots BasedonFuzzy Mathematics. - Lisha Dong:
Improved A* Algorithm for Intelligent Navigation Path Planning. - Ling Gong:
The Application of Integrating Data Mining and IoT Management Technology in Enterprise Supply Chain Information Management. - Omer K. Jasim Mohammad:
Improving Task Scheduling In Cloud Datacenters By Implementation Of An Intelligent Scheduling Algorithm. - Rongxiu Zhao, Duochang Tang:
The integration of financial business and the transformation of financial management functions based on internal control optimization algorithm. - Lu Mei:
Model Construction of Higher Education Quality Assurance System Based on Fuzzy Neural Network. - Yanping Li:
Digital Tourism Recommendation and Route Planning Model Design Based on RippleNet and Improved GA. - Huizhou Li, Wubin Zhu:
Art Image Style Conversion Based on Multi-Scale Feature Fusion Network. - Ahmed El Sayed Serag, Hegazy Zaher, Naglaa Ragaa, Heba Sayed:
Improving the Emperor Penguin Optimizer Algorithm through Adapted Weighted Sum Mutation Strategy with Information Vector. - Zhongwei Wang, Shujuan Dong:
The Application of Action Recognition Based on MPP-YOLOv3 Algorithm in Posture Correction. - Zhengyuan Song, Zhonghai Chen:
Sports Action Detection and Counting Algorithm Based on Pose Estimation and Its Application in Physical Education Teaching. - Juan Wang:
Design of Intelligent Construction System for Assembly Building Based on Improved IoT. - Xia Liu, Kangyi Wang, Chongguang Liu:
Recognition and Prediction of Nonlinear Dynamic States of Microelectronic Devices Based on Machine Learning Algorithms.
Volume 48, Number 11, 2024
- Zirui Yang:
Animation VR Motion Simulation Evaluation Based on Somatosensory Simulation Control Algorithm. - Yangyan Liu, Bolin Pan:
Profit Estimation Model and Financial Risk Prediction Combining Multi-scale Convolutional Feature Extractor and BGRU Model. - Yan Zhang:
Psychological Fitness Education Driven by Artificial Intelligence Technology and Its Influence on Education Assessment. - Yuan Yang:
The Impact of GA Optimization Model under the Constraint of Maximum Inventory on the Logistics Cost Control of Automotive Parts Production in the Factory. - Jingjing Guo, Jianqiang Wang:
News Dissemination Information Model and User Privacy Protection Method Based on BP Neural Network. - Ming Li, Hui Dong, Fei Zhang, Xiaoxiao Liu:
A Method for Top View Pedestrian Flow Detection Based on Small Target Tracking. - Chaohua Yan:
Application of a Graphical Image Pre-retrieval Method Based on Compatible Rough Sets to the Self-localization Method of Mobile Robots.
Volume 48, Number 12, 2024
- Shuhong Tang:
Analysis of Influencing Factors of Urban Floating Population by Clustering Algorithms. - Chandrajit Pal, Samikshan Das, Amitava Akuli, Sudip Kumar Adhikari, Aniruddha Dey:
Cocoa-Net: Performance Analysis on Classification of Cocoa Beans Using Structural Image Feature. - Ahmed Rajab Kadhim, Raidah S. Khudeyer, Maytham Alabbas:
Facial Sentiment Analysis Using Convolutional Neural Network and Fuzzy Systems. - Mishall Al-Zubaidie, Rasha Halim Razzaq:
Maintaining Security of Patient Data by Employing Private Blockchain and Fog Computing Technologies based on Internet of Medical Things. - Feng Li:
Predicting Daily Tourist Flow in Scenic Areas Using LSTM and Big Data from Baidu Index. - Yazhou Zuo:
Identification of College Students' Depressive Tendency Through Text Big Data Analysis.
Volume 48, Number 13, 2024
- Xian Guo, Keyu Chen, Jianing Yang:
Multimedia Cognitive Wireless Sensor Network Cluster Routing based on Intelligent Robot Edge Computing and Collection. - Zhilei Cui:
3D-CNN-based Action Recognition Algorithm for Basketball Players. - Ming Lin, Jimei Gao:
Application of MOOC Data Based on Autonomous Intelligent Robot System in Students' Learning Behavior. - Lei Gao, Heng Wang:
Monitoring and Prediction of Settlement and Deformation of Ancient Building Foundations Based on Neural Networks. - Zhe Guo, Guang Kang:
Financial Investment Optimization by Integrating Multifactors and GA Improved UCB Algorithm. - Qin Dong:
Surface Defect Detection Algorithm for Aluminum Profiles based on Deep Learning. - Tingting Liu, Zhenhan Zhang:
The Application Effect of Improved CS-RBF Neural Network in Industrial Internet of Things Node Localization. - Jie Yu:
Passenger Flow Prediction of Tourist Attractions by Integrating Differential Evolution and GWO. - Qinhui Fang, Jing Zhang, Ze Xu, Yaou Lv, Jian Pi:
Construction of Sustainable Building Performance Optimization Design Model Based on Sensitive Multi-Objective Decision Making. - Hong Li:
Minimum Spanning Tree Image Segmentation Model Based on New Weights. - Bing Bu:
Evaluation on Numerical Method of Differential Formula Based on Optimal Control of Space Robot's Attitude and Motion. - Jianing Yang:
Retrieval and Analysis of Multimedia Data of Robot Deep Neural Network Based on Deep Learning and Information Fusion. - Zhaoxia Guo, Tianfeng Li:
Practical Analysis of Virtual Reality 3D Modeling Technology for Animation Majors Based on Predictive Correction Method. - Xiujing Wang, Chuanyu Zhang, Jinming Wu:
Digital Library Book Recommendation Model Based on Collaborative Filtering and Cloud Computing. - Xicai Ma:
Construction of Crew Education and Training Quality Evaluation System and Its Impact on Shipping Safety.
Volume 48, Number 14, 2024
- Man Zhang, Ning Chen:
Chaotic Encryption-Based Network Robot for Indoor Security and Remote Video Monitoring. - Ziyan Yue, Senyang Lu, Hong Lu:
Research on Image Semantic Quality Evaluation Model for Human Machine Hybrid Intelligence: A Gradient Based Uncertainty Calculation Method. - Awab Alabbasi, Maalim A. Aljabery, Pinar Sarisaray Bölük:
Application of VGIS Digital Twin Platform for Enhanced Oilfield Disaster Management and Environmental Protection. - Wenqian Shao, Songhao Jia, Cai Yang, Tonghang Shangguan:
Research on Cluster Routing Protocol Based on Genetic Algorithm and Astar Algorithm. - Chen Cheng, Li Lan:
The Application of the Perma Model in Mental Health Education in Colleges and Universities. - Xin Cheng, Hua He:
Enhancing Product Modelling Process Design and Visual Performance Through Random Forest Optimization. - Ruaa Sadoon, Adala Chaid:
Classification of Pulmonary Diseases Using a Deep Learning Stacking Ensemble Model. - Baohua Zhang, Sanbao Zhang, Chaojie Zhang:
Optimization Strategy of Customer Relationship Management based on Big Data Analysis. - Romi Kozelj, Lovro Subelj, Jurij Bajc:
Methods for Representing Earthquake Time Series with Networks. - Yunqing Shi:
Lead Battery Reverse Logistics Center Location Model and Simulation Analysis Based on Genetic Algorithm and Greedy Algorithm. - Chunyan Han, Ling Lin:
Detecting and Tracking Rumours in Social Media Based on Deep Learning Algorithm. - Wei Wu, Shuxian Xu:
Application of Virtual Reality Technology and Intelligent Robot in Architectural Heritage Protection. - Malak Belkebir, Toufik Messaoud Maarouk, Brahim Nini:
Realtime Semantic Healthcare System: Visual Risks Identification for Elders and Children. - Shigang Cui, Jun Tian:
Analysis and Calculation of Marginal Electricity Price of Nodes with Network Loss from the Perspective of Intelligent Robot Considering Digital Signal Processing Technology. - Kun Zhu:
A Travel Path Recommendation Algorithm Based on Hybrid Particle Swarm and Ant Colony for Social Media Shared Data Mining.
Volume 48, Number 15, 2024
- Jiao Yu, Xiao Han, Tao Xue, Xu Cao, Jingchun Liu:
Internet of Things Multi-area Monitoring Application Research by Integrating Data Warning and Blind Area Data Processing. - Zhe Yuan:
Consumer Behavior Prediction and Enterprise Precision Marketing Strategy Based on Deep Learning. - Hongwei Duan:
Application of Binocular Vision Algorithm Based on Measurement and Control Technology in Robot Measurement and Positioning. - Ran Tao:
Virtual Simulation of Dance by Integrating VR Technology and Motion Capture Technology. - Yunzi Gu:
Design of Intelligent Management Technology for Hotel Air Conditioning Based on Coupling Model and Deep Neural Network. - Liang Du:
Design and Application of Intelligent Building Environment Monitoring System Based on Wireless Sensor Network. - Min Li:
Application of GAN-Based Data Encryption Technology in Computer Communication System.
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