Journal: Informatica (Slovenia)

Volume 47, Issue 9

0 -- 0Elmira Ashoor Mahani, Koorush Ziarati. A Consolidated Tree Structure Combining Multiple Regression Trees With Varying Depths, Resulting in an Efficient Ensemble Model
0 -- 0Maarouf Korichi, Djamel Samai, Azeddine Benlamoudi, Abdallah Meraoumia, Khaled Bensid. An effective hyperspectral palmprint identification system based on deep learning and band selection approach
0 -- 0Renita Raymond, Margret Anouncia Savarimuthu. Retrieval of Interactive requirements for Data Intensive Applications using Random Forest Classifier
0 -- 0Rasha Talib Gdeeb. Detecting Breast Cancer in X-RAY images using image segmentation algorithm and neural networks
0 -- 0Romil Rawat, Olukayode A. Oki, Rajesh Kumar Chakrawarti, Temitope Samson Adekunle, Jose Manappattukunnel Lukose, Sunday Adeola Ajagbe. Autonomous Artificial Intelligence Systems for Fraud Detection and Forensics in Dark Web Environments
0 -- 0Knitchepon Chotchantarakun. Optimizing Sequential Forward Selection on Classification using Genetic Algorithm
0 -- 0Ali Abdulmunim Al-Kharaz. Optimization of Brain Cancer Images with Some Noise Models

Volume 47, Issue 8

0 -- 0Amira Bouchemal, Mohamed Tahar Kimour. Multi-Density Datasets Clustering Using K-Nearest Neighbors and Chebyshev's Inequality
0 -- 0Athraa Qays Obaid, Maytham Alabbas. Hybrid Variable-Length Spider Monkey Optimization with Good-Point Set Initialization for Data Clustering
0 -- 0Marwa-Aqa Abd Al Hussein Qasim, Nahla A. Flayh. Enhancing Phishing Website Detection via Feature Selection in URL-Based Analysis
0 -- 0Arwa Akram, Aliea Sabir. Fine-Tuning BERT for Aspect Extraction in Multi-domain ABSA
0 -- 0Ming Zhu. Research on Chord Generation in Automated Music Composition Using Deep Learning Algorithms
0 -- 0Guifang Tao. A Study on Error Feature Analysis and Error Correction in English Translation Through Machine Translatio
0 -- 0Ashish Gupta, Deepak Gupta, Mohammad Husain, Mohammad Nadeem Ahmed, Arshad Ali, Parveen Badoni. A PSO-CNN-based approach for Enhancing Precision in Plant Leaf Disease Detection and Classification
0 -- 0Rezaul Karim, Mahmudul Hasan, Amit Kumar Kundu, Ali Ahmed Ave. LP SVM with A Novel Similarity function Outperforms Powerful LP-QP-Kernel-SVM Considering Efficient Classification
0 -- 0Muawya Naser, Hussein Albazar, Hussein Abdel-jaber. Mobile Spyware Identification and Categorization: A Systematic Review
0 -- 0Lidong Yang. Feature Extraction of English Semantic Translation Relying on Graph Regular Knowledge Recognition Algorithm
0 -- 0Walaa Alomari, Khair Eddin Sabri, Nadim Obeid. A Digital Evidences Preservation Framework for a Logic Based Smart Contract
0 -- 0Najat Hameed Qasim Al-Iedani, Sahera A. Sead. Color image Steganography Based on Artificial DNA Computing
0 -- 0Irfan Ardiansah, Alfonsus Mario Agung, Chay Asdak, Nurpilihan Bafdal, Roni Kastaman, Selly Harnesa Putri, Desy Nurliasari Suparno. Integrated Streamflow Forecasting System: A Step Towards Smart Flood Management
0 -- 0Xiaohui Wang. Research on financial risk prediction and prevention for small and medium-sized enterprises - based on a neural network
0 -- 0Rofaida Khemaissia, Makhlouf Derdour, Mohamed Amine Ferrag, Mohammed Mounir Bouhamed. PrSChain: A Blockchain Based Privacy Preserving Approach for Data Service Composition
0 -- 0Zaid Ameen Abduljabbar. Provably Efficient Multi-Cancer Image Segmentation Based on Multi-Class Fuzzy Entropy
0 -- 0Youmeng Guan. An Algorithm for Data Management of Higher Education Based on Fuzzy Set Theory - Association Rule Mining Algorithm
0 -- 0Bhuvaneshwari Pitchaimuthu Vairaperumal, Tharini Chandrapragasam. Novel algorithm to construct QC-LDPC codes for high data rate applications
0 -- 0Jie Zhao. Research on Multimedia Data Information Security Algorithm Based on Chaos Theory
0 -- 0Dalila Cherifi, Abderraouf Djaber, Mohammed-Elfateh Guedouar, Amine Feghoul, Zahia Zineb Chelbi, Amazigh Ait Ouakli. Covid-19 Detecting in Computed Tomography Lungs Images using Machine and transfer Learning
0 -- 0Alka Rani, Pratiksha Tiwari, Priti Gupta. A New Divergence Measure for Intuitionistic Fuzzy Matrices
0 -- 0Entesar Abdulsaed, Maytham Alabbas, Raidah S. Khudeyer. Hyperparameter Optimization for Convolutional Neural Networks using the Salp Swarm Algorithm
0 -- 0Zilu Liang, Yunji Liang. A Study of Identification of Corporate Financial Fraud Using Neural Network Algorithms in an Information-based Environment

Volume 47, Issue 7

0 -- 0Chang Su, Ziqiang Li, Zhongliang Wei, Naizhong Xu, Quan Yuan. Clarity Method of Low-illumination and Dusty Coal Mine Images Based on Improved Amef
0 -- 0Sangita De, Premek Brada, Jürgen Mottok. Derivation of Optimized Threshold of Semantic Alignment Metrics for Intepretation of Interoperability and Reusability of Cross-enterprise Vehicle Service Interface Models
0 -- 0Renny Puspita Sari, Ferdy Febriyanto, Ahmad Cahyono Adi. Analysis Implementation of the Ensemble Algorithm in Predicting Customer Churn in Telco Data: A Comparative Study
0 -- 0Tahar Gherbi, Ahmed Zeggari, Zianou Ahmed Seghir, Fella Hachouf. Entropy-Guided Assessment of Image Retrieval Systems: Advancing Grouped Precision as an Evaluation Measure for Relevant Retrievability
0 -- 0Tito Pinandita, Siti Nurul Mahfuzah Mohamad, Farah Nadia Azman, Hidayatulah Himawan. An Analysis of Technology Issues in Mobile Augmented Reality
0 -- 0Aida Chefrour, Samia Drissi. K-CAE: Image Classification Using Convolutional AutoEncoder Pre-Training and K-means Clustering

Volume 47, Issue 6

0 -- 0Prarna Mehta, Shubhangi Aggarwal, Abhishek Tandon. The Effect of Topic Modelling on Prediction of Criticality Levels of Software Vulnerabilities
0 -- 0Umar Ali Bukar, Md Shohel Sayeed, Siti Fatimah Abdul Razak, Sumendra Yogarayan, Oluwatosin Ahmed Amodu. An exploratory bibliometric analysis of the literature on the age of information-aware unmanned aerial vehicles aided communication
0 -- 0Akinyemi Bodunde Odunola, Dauda Akinwuyi Olalere, Mistura Laide Sanni, Emmanuel Ajayi Olajubu, Ganiyu Adesola Aderounmu, Isa Ibrahim Ali. Performance Evaluation of Machine Learning Models for Cyber Threat Detection and Prevention in Mobile Money Services
0 -- 0Darwin Samalo, Rizky Martin, Ditdit Nugeraha Utama. Improved Model for Identifying the Cyberbullying based on Tweets of Twitter
0 -- 0Hussain M. Al-Saadi, Imad Alshawi. Provably-Secure LED Block Cipher Diffusion and Confusion based on Chaotic Maps
0 -- 0Wei Zhou, Ke Ma. Video Background Music Recognition and Automatic Recommendation Based on Gmm Model
0 -- 0Matthew Abiola Oladipupo, Princewill Chima Obuzor, Babatunde Joseph Bamgbade, Emmanuel Abidemi Adeniyi, Kazeem M. Olagunju, Sunday Adeola Ajagbe. An Automated Python Script for Data Cleaning and Labeling using Machine Learning Technique
0 -- 0Raidah S. Khudeyer, Noor Mohammed Almoosawi. Fake Image Detection Using Deep Learning
0 -- 0Zakariya A. Oraibi, Safaa Albasri. A Robust End-to-End CNN Architecture for Efficient COVID-19 Prediction form X-ray Images with Imbalanced Data
0 -- 0Fouad Hammadi Awad, Murtadha M. Hamad. Big Data Clustering Techniques Challenged and Perspectives: Review
0 -- 0Ebenezer Komla Gavua, Gabor Kecskemeti. ASM-based Formal Model for Analysing Cloud Auto-Scaling Mechanisms
0 -- 0Yuhan Jie. Design and Application of Neural Network-based Bp Algorithm in Speech Translation Robot
0 -- 0Muhammad Donny Devanda, Ditdit Nugeraha Utama. Group Decision Support Model for Tech-Based Startup Funding using Multistage Fuzzy Logic
0 -- 0Zaka Ullah, Ayman Odeh, Ihtisham Khattak, Muath Al-Hasan. Enhancement of Pre-Trained Deep Learning Models to Improve Brain Tumor
0 -- 0Yohannes Biadgligne, Kamel Smaïli. Baseline Transliteration Corpus for Improved English-Amharic Machine Translation
0 -- 0Wafaa Al-Chaab, Zaid Ameen Abduljabbar, Enas Wahab Abood, Vincent Omollo Nyangaresi, Hussein M. Mohammed, Junchao Ma. Secure and Low-Complexity Medical Image Exchange Based on Compressive Sensing and LSB Audio Steganography
0 -- 0Alaa Dhahi Khaleefah, Haider M. Al-Mashhadi. Detection of IoT Botnet Cyber Attacks using Machine Learning
0 -- 0Ravindar Mogili, Mandalapu Ekambaram Naidu, G. Narsimha. A New Multimedia Web-Data Mining Approach based on Equivalence Class Evaluation Pipelined to Feature Maps onto Planar Projection
0 -- 0Tanu Sharma, Kamaldeep Kaur. A Deep Learning-Fuzzy based hybrid ensemble approach for Aspect level sentiment classification
0 -- 0Quoc-Dung Ngo, Huy-Trung Nguyen. Towards an efficient approach using graph-based evolutionary algorithm for IoT botnet detection
0 -- 0Khawlah M. Harahsheh, Chung-Hao Chen. A Survey of Using Machine Learning in IoT Security and the Challenges Faced by Researchers
0 -- 0Aya Abdulhussein Alyousif, Ali Adil Yassin. Locality Improvement Scheme Based on QR Code Technique within Inverted Index

Volume 47, Issue 5

0 -- 0Karrar Al-Jammali. Prediction of Heart Diseases Using Data Mining Algorithms
0 -- 0Xiumei Wang, Xiaoli Song. Optimal path planning of logistics distribution of urban and rural agricultural products from the perspective of supply chain
0 -- 0D. Himaja, Venkatesulu Dondeti, Uppalapati Srilakshmi. Analyzing Adaptive and Non-Adaptive Online Learners on Imbalanced Evolving Streams
0 -- 0Eman Talib Alghareeb, Valeriy O. Osipyan. User Multi Group Key Distribution Using Secret Sharing with Circulate Matrices Based on Diophantine Equation and Ecdh Key Exchange Protocol
0 -- 0Ala Djeddai, Rofaida Khemaissia. PrivyKG: Security and Privacy Preservation of Knowledge Graphs Using BlockChain Technology
0 -- 0Sadeer Hei Al-Dhaimesh, Nooriati Taib Taib. A Review: Investigation of Augmented Reality -BIM Benefits in Design Process in AEC Industry
0 -- 0Ilija Subotic. 3G, HSPA and 4G LTE Network reliability and Achievable Internet Speeds on Airborne Aircraft up to 10.000 FT above Ground Level
0 -- 0Jenan A. Alhijaj, Raidah S. Khudeyer. Integration of EfficientNetB0 and Machine Learning for Fingerprint Classification
0 -- 0William Gunawan, Derwin Suhartono. Classifying Argument Component using Deep Learning on English Dataset
0 -- 0Ch. Sanjeev Kumar Dash, Sarat Chandra Nayak, Ajit Kumar Behera, Satchidananda Dehuri. An artificial electric field algorithm-based neuro-fuzzy predictor for estimation of compressive strength of concrete structures: A machine learning approach
0 -- 0Baida'a Abdul Qader Khudor, Dheyaa Mezaal Hussein, Yousif Abdulwahab Kheerallah, Jawad Alkenani, Imad S. Alshawi. Lifetime Maximization Using Grey Wolf Optimization Routing Protocol with statistical Technique in WSNs
0 -- 0Hero O. Ahmad, Shahla U. Umar. Sentiment Analysis of Financial Textual data Using Machine Learning and Deep Learning Models
0 -- 0Sunil Kumar Srivastava. AI in Justice Delivery in India: Current Status, Identification of Potential Applications and Way Forward
0 -- 0Ashok Kumar Tripathi, P. K. Gupta 0001, Hemraj Saini, Geetanjali Rathee. MVI and Forecast Precision Upgrade of Time Series Precipitation Information for Ubiquitous Computing
0 -- 0Hussein Albazar, Ahmed AbdelWahab, Marwan Alshar'e, Abdallah Abualkishik. An Adaptive Two-Factor Authentication Scheme Based on the Usage of Schnorr Signcryption Algorithm

Volume 47, Issue 4

0 -- 0Roop Ranjan, A. K. Daniel 0001. CoBiAt: A Sentiment ClassificatiCobiat: A Sentiment Classification Model Using Hybrid Convnet- Dual-lstm with Attention Mechanismon Model using Hybrid ConvNet- Dual-LSTM with Attention Mechanism
0 -- 0Veton Hamza. Low-cost Gnss Receivers for Geodetic Monitoring Purposes
0 -- 0Primoz Kocuvan. An Efficient Meta-Platform for Providing Expert Medical Help to Italian and Slovenian Users
0 -- 0Sabreen Fawzi Raheem, Maytham Alabbas. A Modified Spider Monkey Optimization Algorithm Based on Good-Point Set and Enhancing Position Update
0 -- 0Shafi Ahmad, Zahid A. Khan, Mohammed Ali, Mohammad Asjad. A Novel Framework Based on Integration of Simulation Modelling and Mcdm Methods for Solving Fms Scheduling Problems
0 -- 0Md Baharul Islam, Masum Shah Junayed, Arezoo Sadeghzadeh, Nipa Anjum, Afsana Ahsan Jeny, A. F. M. Shahen Shah. Acne Vulgaris Detection and Classification: A Dual Integrated Deep CNN Model
0 -- 0Eggi Farkhan Tsani, Derwin Suhartono. Personality Identification from Social Media Using Ensemble Bert and Roberta
0 -- 0Yujun Wang. Deep Learning Models in Computer Data Mining for Intrusion Detection
0 -- 0Rajesh Kumar Sharma, Ravi Singh Pippal. Blockchain based Efficient and Secure Peer-to-Peer Distributed IoT Network for Non-Trusting Device-to-Device Communication
0 -- 0Katerina Kabassi. A Framework for Evaluating Distance Learning of Environmental Science in Higher Education using Multi-Criteria Group Decision Making
0 -- 0Amra Sghaier Sghaier, Aref Medeb. Real Time Qos in Wsn Based Network Coding and Reinforcement Learning
0 -- 0G. Sudha, C. Tharini. Hybrid Compression Algorithm for Energy Efficient Image Transmission in Wireless Sensor Networks Using SVD-RLE in Voluminous Data Applications

Volume 47, Issue 3

0 -- 0Yusuke Kimura, Takahiro Komamizu, Kenji Hatano. An Automatic Labeling Method for Subword-Phrase Recognition in Effective Text Classification
0 -- 0Shelesh Krishna Saraswat, Vinay Kumar Deolia, Aasheesh Shukla. Computational Analysis of Uplink NOMA and OMA for 5G Applications: An Optimized Network
0 -- 0Thai Nguyen Quoc, Huong Le Thanh, Hanh Pham Van. Low-Resource Neural Machine Translation Improvement Using Data Augmentation Strategies
0 -- 0Chunying Li, Zhonghua Mu. Analysis Platform of Rail Transit Vehicle Signal System Based on Data Mining
0 -- 0Huynh Thi Thanh Binh, Ichiro Ide. Introduction to special issue "SOICT 2022"
0 -- 0Archana Hombalimath, Neha Mangla, Arun Balodi. Designing A Permissioned Blockchain Network For The Insurance Claim Process Using Hyperledger Fabric And Composer
0 -- 0Zijun Zhao, Jianchao Zhu, Kaiming Yang, Song Wang, Mingxiao Zeng. Data Processing of Municipal Wastewater Recycling Based on Genetic Algorithm
0 -- 0Surjeet Singh, Vivek Kumar Sehgal. Deep Learning-based Cnn Multi-modal Camera Model Identification for Video Source Identification
0 -- 0Anna Scius-Bertrand, Marc Bui, Andreas Fischer 0002. A Hybrid Deep Learning Approach to Keyword Spotting in Vietnamese Stele Images
0 -- 0An Vo, Tan Ngoc Pham, Van Bich Nguyen, Ngoc Hoang Luong. Lightweight Multi-Objective and Many-Objective Problem Formulations for Evolutionary Neural Architecture Search with the Training-Free Performance Metric Synaptic Flow
0 -- 0Xiuhui Wang. Personalized Recommendation System of E-learning Resources Based on Bayesian Classification Algorithm
0 -- 0Wen Fan, Chengyang Chang, Ning Yao, Linxue Xu, Hongyan Ju. AHP Algorithm for Indoor Air Pollution Detection and Evaluation System Design
0 -- 0Tri Le, Nham Huynh-Duc, Chung Thai Nguyen, Minh-Triet Tran. Motion Embedded Images: An Approach to Capture Spatial and Temporal Features for Action Recognition
0 -- 0Kazuhiro Ito, Taichi Murayama, Shuntaro Yada, Shoko Wakamiya, Eiji Aramaki. Complaints with Target Scope Identification on Social Media
0 -- 0Dimple Chehal, Parul Gupta, Payal Gulati, Tanisha Gupta. Comparative Study of Missing Value Imputation Techniques on E-Commerce Product Ratings

Volume 47, Issue 2

0 -- 0Alejandro Nila Luévano, Aida Huerta-Barrientos, Nicolás C. Kemper-Valverde. A Hybrid Modelling Framework for E-Commerce Supply Chain Simulation: Complex Adaptive Systems Perspective
0 -- 0Aleksandar Tosic. Tradeoffs In Using Blockchain Technology For Security, Privacy, And Decentralization:theoretical And Empirical Perspectives
0 -- 0Duaa Hamed Alsaeed. LOCUS: A Mobile Tourism Application and Recommender System for Personalized Places and Activities
0 -- 0Khabibulla Madatov, Shukurla Bekchanov, Jernej Vicic. Automatic Detection of Stop Words for Texts in Uzbek Language
0 -- 0Aleks Huc. Detecting Temporal and Spatial Anomalies in Users' Activities for Security Provisioning in Computer Networks
0 -- 0Nivediia Thakur, Nafis uddin Khan, Sunildatt Sharma. A Two Phase Ultrasound Image De-speckling Framework by Nonlocal Means on Anisotropic Diffused Image Data
0 -- 0Yuzhuo Yao. Design of Ecological Land Remediation Planning and Remediation Mode Based on Spatial Clustering Algorithm
0 -- 0Hai Zhao, Ashutosh Sharma. Logistics Distribution Route Optimization Based on Improved Particle Swarm Optimization
0 -- 0Li Li. Dynamic Cost Estimation of Reconstruction Project Based on Particle Swarm Optimization Algorithm
0 -- 0Dimple Chehal, Parul Gupta, Payal Gulati. Predicting the Usefulness of E-Commerce Products' Reviews using Machine Learning Techniques
0 -- 0Zhilin He. Improved Genetic Algorithm in Multi-objective Cargo Logistics Loading and Distribution
0 -- 0Fan Yang. Optimization of Personalized Recommendation Strategy for E-commerce Platform Based on Artificial Intelligence
0 -- 0Vrinda Tandon, Ritika Mehra. An Integrated Approach For Analysing Sentiments On Social Media
0 -- 0Wen Yang, Ming Zhan, Zhijun Huang, Wei Shao. Design and Development of Mobile Terminal Application Based on Android
0 -- 0Miljana Shulajkovska, Gjorgji Noveski, Maj Smerkol, Jure Grabnar, Erik Dovgan, Matjaz Gams. EU Smart Cities: Towards a New Framework of Urban Digital Transformation
0 -- 0Md. Anarul Islam, Md. Haider Ali Biswas. Potential Impact of Climate Change on Groundwater Level Declination in Bangladesh: A Mathematical Modeling Computation
0 -- 0Lijun Cui. Application of Adaptive Artificial Bee Colony Algorithm in Reservoir Information Optimal Operation

Volume 47, Issue 10

0 -- 0Samaher Ahmed Yousiff, Ra'ad A. Muhajjar, Mishall Al-Zubaidie. Designing A Blockchain Approach to Secure Firefighting Stations Based Internet of Things
0 -- 0Ali Salah Hashim, Wid Akeel Awadh, Mohammed S. Hashim. Non-dominated Sorting Genetic Optimization-based Fog Cloudlet Computing for Wireless Metropolitan Area Networks

Volume 47, Issue 1

0 -- 0Megha Rathi, Adwitiya Sinha, Siddhant Tulsyan, Avishka Agarwal, Anushka Srivastava. Assessing Mental Health Crisis in Pandemic Situation With Computational Intelligence
0 -- 0Rishabh Pipalwa, Abhijit Paul, Tamoghna Mukherjee. Prediction of heart disease using Modified Hybrid Classifier
0 -- 0Harjinder Kaur, Tarandeep Kaur, Rachit Garg. A Prediction Model for Online Student Academic Performance Using Machine Learning
0 -- 0Issam Salman, Jirí Vomlel. Learning the Structure of Bayesian Networks from Incomplete Data using a Mixture Model
0 -- 0Ahmed Redha Mahlous. Threat model and risk management for a smart home IoT system
0 -- 0Tina Esther Trueman, Ashok Kumar J, Jasmine S, Gayathri Ananthakrishnan, Narayanasamy P.. A Multichannel Convolutional Neural Network for Multilabel Sentiment Classification Using Abilify Oral User Reviews
0 -- 0Mahmood A. Al Shareeda, Selvakumar Manickam, Murtaja Ali Saare. Enhancement of NTSA Secure Communication with One-Time Pad (OTP) in IoT
0 -- 0Rama Prakasha Reddy Chegireddy, A Srinagesh. A Novel Method for Human MRI Based Pancreatic Cancer Prediction Using Integration of Harris Hawks Varients & VGG16: A Deep Learning Approach
0 -- 0Wala'a Nsaif Jasim, Zainab Najem Nemer, Esra'a Jasem Harfash. Implementation of Multiple CNN Architectures to Classify the Sea Coral Images
0 -- 0Sadri Alija, Edmond Beqiri, Alaa Sahl Gaafar, Alaa Khalaf Hamoud. Predicting Students Performance Using Supervised Machine Learning Based on Imbalanced Dataset and Wrapper Feature Selection
0 -- 0Hanh thi Nguyen, Hanh Duc Dang. On integrating multiple restriction domains to automatically generate test cases of model transformations