Procedia Computer Science 2024: all accepted papers
- A Survey on RAG with LLMs ↗Muhammad Arslan, Hussam Ghanem, Saba Munawar et al.239 citations
- AI and Computer Vision-based Real-time Quality Control: A Review of Industrial Applications ↗Abdelfatah Ettalibi, Abdelmajid Elouadi, Abdeljebar Mansour92 citations
- ResNet-50 vs. EfficientNet-B0: Multi-Centric Classification of Various Lung Abnormalities Using Deep Learning ↗Kajal Kansal, Tej Bahadur Chandra, Akansha Singh89 citations
- Subjective weight determination methods in multi-criteria decision-making: a systematic review ↗Bartłomiej Kizielewicz, Tomasz Tomczyk, Michał Gandor et al.79 citations
- Skin Cancer Detection and Classification using Deep Learning Techniques ↗C. Kavitha, S. Priyanka, Mallula Praveen Kumar et al.69 citations
- Machine Learning-Based Intrusion Detection on Multi-Class Imbalanced Dataset Using SMOTE ↗Akdeas Oktanae Widodo, Bambang Setiawan, Rarasmaya Indraswari65 citations
- Towards Detection of Network Anomalies using Machine Learning Algorithms on the NSL-KDD Benchmark Datasets ↗Amol Dattatraya Vibhute, Chandrashekhar Himmatrao Patil, Arjun V. Mane et al.65 citations
- Digital Product Passport: A Review and Research Agenda ↗Carla Lopes, João Barata57 citations
- Ladder Fine-tuning Approach for SAM Integrating Complementary Network ↗Shurong Chai, Rahul Kumar Jain, Shiyu Teng et al.57 citations
- Hybrid Inception Architecture with Residual Connection: Fine-tuned Inception-ResNet Deep Learning Model for Lung Inflammation Diagnosis from Chest Radiographs ↗Mehdi Neshat, Muktar Ahmed, Hossein Askari et al.56 citations
- CNN-LSTM Hybrid Model for Enhanced Malware Analysis and Detection ↗Gautam Karat, Jinesh M. Kannimoola, Namrata Nair et al.53 citations
- Matching Scientific Article Titles using Cosine Similarity and Jaccard Similarity Algorithm ↗Tri Puspa Rinjeni, Ade Indriawan, Nur Aini Rakhmawati51 citations
- Transforming Leadership Practices through Artificial Intelligence ↗Mitra Madanchian, Hamed Taherdoost, Michele Vincenti et al.51 citations
- Blockchain Technology, Structure, and Applications: A Survey ↗Nazanin Moosavi, Hamed Taherdoost, Nachaat AbdElatif Mohamed et al.50 citations
- Tomato Leaf Disease Detection Using CNN ↗D L Shanthi, K. Vinutha, N Ashwini et al.47 citations
- SARIMA Model: An Efficient Machine Learning Technique for Weather Forecasting ↗Shabnam Kumari, P. Muthulakshmi46 citations
- Human Age and Gender Prediction from Facial Images Using Deep Learning Methods ↗Puja Dey, Tanjim Mahmud, Mohammad Sanaullah Chowdhury et al.45 citations
- Melanoma Skin Cancer Detection Using Ensemble of Machine Learning Models Considering Deep Feature Embeddings ↗Subhayu Ghosh, Sandipan Dhar, Raktim Yoddha et al.44 citations
- Architecture, Tools, and DSLs for Developing Conversational Agents: An Overview ↗Charaf Ouaddi, Lamya Benaddi, Abdeslam Jakimi43 citations
- EfficientNet architecture and attention mechanism-based wheat disease identification model ↗Sapna Nigam, Rajni Jain, Vaibhav Kumar Singh et al.43 citations
- Cyberbullying Detection System on Social Media Using Supervised Machine Learning ↗Andrea Perera, Pumudu Fernando42 citations
- Semantic-Driven Topic Modeling Using Transformer-Based Embeddings and Clustering Algorithms ↗Melkamu Abay Mersha, Mesay Gemeda Yigezu, Jugal Kumar Kalita42 citations
- Towards A Software Factory for Developing the Chatbots in Smart Tourism Mobile Applications ↗Lamya Benaddi, Charaf Ouaddi, Abdeslam Jakimi et al.42 citations
- A Benchmark Dataset for Cricket Sentiment Analysis in Bangla Social Media Text ↗Tanjim Mahmud, Rezaul Karim, Rishita Chakma et al.41 citations
- Blockchain-Powered Traceability Solutions: Pioneering Transparency to Eradicate Counterfeit Products and Revolutionize Supply Chain Integrity ↗Peter Onu, Charles Mbohwa, Anup Pradhan41 citations
- Facial Emotion Recognition (FER) using Convolutional Neural Network (CNN) ↗Dhvanil Bhagat, Abhi Vakil, Rajeev Kumar Gupta et al.40 citations
- Protein Sequence Classification Through Deep Learning and Encoding Strategies ↗Farzana Tasnim, Sultana Umme Habiba, Tanjim Mahmud et al.40 citations
- Real-time Object Detection in Autonomous Vehicles with YOLO ↗Nusaybah M. Alahdal, Felwa Abukhodair, Leila Haj Meftah et al.40 citations
- Cloud Computing Security and Deep Learning: An ANN approach ↗Lumbardha Hasimi, Dimitrios Zavantis, Elhadi Shakshuki et al.39 citations
- Generative AI and Large Language Models - Benefits, Drawbacks, Future and Recommendations ↗Anne Håkansson, Gloria E Phillips-Wren39 citations
- The Implementation of TF-IDF and Word2Vec on Booster Vaccine Sentiment Analysis Using Support Vector Machine Algorithm ↗C.A Nurhaliza Agustina, Rice Novita, Mustakim Mustakim et al.39 citations
- Fake News Detection using Python and Machine Learning ↗Jumana Jouhar, Anju Pratap, Neharin Tijo et al.38 citations
- Transformer Based Sentiment Analysis on Code Mixed Data ↗Koyyalagunta Krishna Sampath, M. Supriya38 citations
- A Reinforcement Learning Approach for Intelligent Conversational Chatbot For Enhancing Mental Health Therapy ↗Abdulqahar Mukhtar Abubakar, Deepa Gupta, Shantipriya Parida37 citations
- Advancements of SMS Spam Detection: A Comprehensive Survey of NLP and ML Techniques ↗Mohammed Rasol Al Saidat, Suleiman Y. Yerima, Khaled F. Shaalan37 citations
- Network anomaly detection and performance evaluation of Convolutional Neural Networks on UNSW-NB15 dataset ↗Amol Dattatraya Vibhute, Minhaj Khan, Chandrashekhar Himmatrao Patil et al.37 citations
- Customer Service with AI-Powered Human-Robot Collaboration (HRC): A Literature Review ↗Diogo Leocádio, Leonel Guedes, José Valente de Oliveira et al.36 citations
- Evaluating the Impact of Text Data Augmentation on Text Classification Tasks using DistilBERT ↗Aarathi Rajagopalan Nair, Rimjhim Padam Singh, Deepa Gupta et al.36 citations
- Unveiling embedded features in Wav2vec2 and HuBERT msodels for Speech Emotion Recognition ↗Adil Chakhtouna, Sara Sekkate, Abdellah Adib35 citations
- Diagnosis of bacterial leaf blight, leaf smut, and brown spot in rice leafs using VGG16 ↗Praveen Kumar Mannepalli, Ayonija Pathre, Gunjan Chhabra et al.34 citations
- Distributed Artificial Intelligence Application in Agri-food Supply Chains 4.0 ↗Mahdi Sharifmousavi, Vahid Kayvanfar, Roberto Baldacci34 citations
- Edge Intelligence for Industrial IoT: Opportunities and Limitations ↗Claudio Savaglio, Pasquale Mazzei, Giancarlo Fortino34 citations
- Predictive Data Analysis: Leveraging RNN and LSTM Techniques for Time Series Dataset ↗Harsh Agarwal, Ginika Mahajan, Anita Shrotriya et al.34 citations
- A Comparative Study Of Super-Resolution Interpolation Techniques: Insights For Selecting The Most Appropriate Method ↗Maganti Jahnavi, D. Rajeswara Rao, Amballa Sujatha33 citations
- A TinyML Model for Gesture-Based Air Handwriting Arabic Numbers Recognition ↗Ismail Lamaakal, Khalid El Makkaoui, Ibrahim Ouahbi et al.33 citations
- Real-Time Convolutional Neural Networks for Emotion and Gender Classification ↗Jagendra Singh, Akansha Singh, Krishna Kant Singh et al.33 citations
- Smart Air Monitoring with IoT-based MQ-2, MQ-7, MQ-8, and MQ-135 Sensors using NodeMCU ESP32 ↗Laurent Michelle Easterline, Alyssia Az-Zahra Ravica Putri, Patricia Sherryn Atmaja et al.33 citations
- Deep CNN and LSTM Approaches for Efficient Workload Prediction in Cloud Environment ↗Abadhan Saumya Sabyasachi, Biswa Mohan Sahoo, Abadhan Ranganath32 citations
- Early Disease Detection in Plants using CNN ↗Tejaswini, Priyanka Rastogi, Swayam Dua et al.32 citations
- Earthquake time-series forecast in Kazakhstan territory: Forecasting accuracy with SARIMAX ↗Marat Nurtas, Zhumabek Zhantayev, Aizhan Altaibek32 citations
- Enhancing Gas Leak Detection with IoT Technology: An Innovative Approach ↗Tina Babu, Rekha R Nair, S.P. Kishore et al.32 citations
- GAN-CNN Ensemble: A Robust Deepfake Detection Model of Social Media Images Using Minimized Catastrophic Forgetting and Generative Replay Technique ↗Preeti Sharma, Manoj Kumar, Hitesh Kumar Sharma32 citations
- Image Forgery Detection System using VGG16 UNET Model ↗Ravi Raj Choudhary, Salvi Paliwal, Gaurav Meena32 citations
- Requirements for Human-Machine-Interaction Applications in Production and Logistics within Industry 5.0 – A Case Study Approach ↗Lars Panter, Rieke Leder, Dennis Keiser et al.32 citations
- Sign Language Recognition by using Spatio-Temporal Features ↗S Renjith, Manazhy Rashmi, Sumi Suresh M S32 citations
- Artificial Intelligence Enabled Human Resources Recruitment Functionalities: A Scoping Review ↗Omar Ali, Layal Kallach31 citations
- Classification of Breast Cancer Histopathological Images Using Transfer Learning with DenseNet121 ↗Jacinta Potsangbam, Salam Shuleenda Devi31 citations
- Comparison of Model Performance on Housing Business Using Linear Regression, Random Forest Regressor, SVR, and Neural Network ↗Luke Mangala Soegianto, Alvrian Timotius Hinandra, Puti Andam Suri et al.31 citations
- Content Based Image Retrieval System Using CNN based Deep Learning Models ↗Giriraj Gautam, Anita Khanna31 citations
- Deep learning-based network anomaly detection and classification in an imbalanced cloud environment ↗Amol Dattatraya Vibhute, Vikram Nakum31 citations
- Digital twin and digital thread within the product lifecycle management ↗Christine Lehner, Antonio Padovano, Christian Zehetner et al.31 citations
- Industry 4.0 Technologies and their Implications for Environmental Sustainability in the Manufacturing Industry ↗Jacob Kopeinig, Manuel Woschank, Nadine Olipp31 citations
- Navigating Technology Adoption/Acceptance Models ↗Hamed Taherdoost, Nachaat AbdElatif Mohamed, Mitra Madanchian31 citations
- UAVs for Disaster Management - An Exploratory Review ↗Julian Kedys, Igor Tchappi, Amro Najjar31 citations
- An Explainable Machine Learning Approach to Traffic Accident Fatality Prediction ↗Md. Asif Khan Rifat, Ahmedul Kabir, Armana Sabiha Huq30 citations
- CNN segmentation of skin melanoma in pre-processed dermoscopy images ↗Seifedine Kadry, Elena Verdú, Robertas Damaševičius et al.30 citations
- Development of a CNN-LSTM Approach with Images as Time-Series Data Representation for Predicting Gold Prices ↗Margustin Salim, Arif Djunaidy30 citations
- ECG Based Heart Disease Classification: Advancement and Review of Techniques ↗Akshita Gour, Muktesh Gupta, Rajesh Wadhvani et al.30 citations
- Heart Disease Detection Using Machine Learning Models ↗Amrit Pal Singh, Harisankar Mahapatra, Anil Kumar Biswal et al.30 citations
- Implementation of Efficient Machine Learning Techniques for Prediction of Cardiac Disease using SMOTE ↗Narayanan, Jayashree30 citations
- K-means Clustering of Tweet Emotions: A 2D PCA Visualization Approach ↗Said Abdelrahim Salloum, Khadija Farhan Alhumaid, Ayham Salloum et al.30 citations
- An Ensemble Classification Model for Phishing Mail Detection ↗S Anirudh, Potula Radha Nishant, Sanjay Baitha et al.29 citations
- Automated AI-driven System for Early Detection of At-risk Students ↗Ossama H. Embarak, Shatha Hawarna29 citations
- Natural Language Processing Approaches in Industrial Maintenance: A Systematic Literature Review ↗Keyi Zhong, Tom Jackson, Andrew A West et al.29 citations
- A Critical Review on Cybersecurity Awareness Frameworks and Training Models ↗Hamed Taherdoost28 citations
- Predicting the usability of mobile applications using AI tools: the rise of large user interface models, opportunities, and challenges ↗Abdallah Namoun, Ahmed Alrehaili, Zaib Unnisa et al.28 citations
- The Role of Business Process Management in Digital Innovation and Digital Transformation: A Systematic Literature Review ↗Hasdi Putra, Mahendrawathi ER28 citations
- ELECTRE applied in supplier selection – a literature review ↗Guilherme Salvador, Miguel Moura, Pablo Campos et al.27 citations
- Guarding Digital Health: Deep Learning for Attack Detection in Medical IoT ↗K. Vaisakhkrishnan, Gadde Ashok, Parimarjan Mishra et al.27 citations
- Image-Based Extraction of Prescription Information using OCR-Tesseract ↗Mahesh Datta Sai Ponnuru, P. Sridevi Ponmalar, A Likhitha et al.27 citations
- Toward human-centered intelligent assistance system in manufacturing: challenges and potentials for operator 5.0 ↗Christian Bechinie, Setareh Zafari, Lukas Kröninger et al.27 citations
- Towards an AI-Driven User Interface Design for Web Applications ↗André Costa, Firmino Oliveira da Silva, José Joaquim Moreira27 citations
- Transformer Based Unsupervised Learning Approach for Imbalanced Text Sentiment Analysis of E-Commerce Reviews ↗Khushboo Kamal Taneja, Jyoti Vashishtha, Saroj Ratnoo27 citations
- 5G and Beyond 5G Technologies Enabling Industry 5.0: Network Applications for Robotics ↗Christina C. Lessi, Andreas Gavrielides, Vittorio Solina et al.26 citations
- A Digital Twin-Based Digital Product Passport ↗José Monteiro, João Barata, Sara Gentilini26 citations
- A Review on Data Quality Dimensions for Big Data ↗Fakhitah Ridzuan, Wan Mohd Nazmee Wan Zainon26 citations
- Analysis on Improved Gaussian-Wiener filtering technique and GLCM based Feature Extraction for Breast Cancer Diagnosis ↗K. V. Ranjitha, T. P. Pushphavathi26 citations
- Convolutional Neural Network-Based Defect Detection Technique in FDM Technology ↗Kaisar Kozhay, Shynggys Turarbek, Tolkyn Asselbekova et al.26 citations
- Energy-efficient Internet of Things using LoRa Network and modular universal programmable controller in bee apiary management ↗Vladimir Vatskel, Andrii O. Biloshchytskyi, Alexandr V. Neftissov et al.26 citations
- Improvement of Brain Tumor Categorization using Deep Learning: A Comprehensive Investigation and Comparative Analysis ↗T. Lakshmi Prasanthi, Nizampatnam Neelima26 citations
- Integrating Industry 4.0 and Circular Economy: A Conceptual Framework for Sustainable Manufacturing ↗Virginia Dolci, Barbara Bigliardi, Alberto Petroni et al.26 citations
- Integrating Trustworthy Mechanisms to Support Data and Information Security in Health Sensors ↗Mishall Al-Zubaidie, Ra'ad A. Muhajjar26 citations
- ResuméAtlas: Revisiting Resume Classification with Large-Scale Datasets and Large Language Models ↗Ahmed Heakl, Youssef H. Mohamed, Noran Mohamed et al.26 citations
- Smart Agriculture using Ensemble Machine Learning Techniques in IoT Environment ↗Liyakathunisa Syed26 citations
- The Influence of Product Quality and Online Shopping Experience (OSE) on Consumer Loyalty Through Customer Satisfaction on Local Skincare Products ↗Jane Abigail, Vivian Permata Sari, Dony Saputra26 citations
- Artificial Intelligence Translator DeepL Translation Quality Control ↗Linlin Li25 citations
- Enhanced Travel Experience using Artificial Intelligence: A Data-driven Approach ↗Komal Londhe, Nikita Dharmadhikari, Parth Zaveri et al.25 citations
- Machine learning for predicting energy efficiency of buildings: a small data approach ↗Ivan Izonin, Roman Tkachenko, Stergios-Aristoteles Mitoulis et al.25 citations
- A Method for Extracting BPMN Models from Textual Descriptions Using Natural Language Processing ↗Josip Tomo Licardo, Nikola Tanković, Darko Etinger24 citations
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