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12th SoCPaR 2020: Virtual Event
- Ajith Abraham, Yukio Ohsawa, Niketa Gandhi, M. Akhil Jabbar, Abdelkrim Haqiq, Seán F. McLoone, Biju Issac
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Proceedings of the 12th International Conference on Soft Computing and Pattern Recognition (SoCPaR 2020), 15-18 December 2020. Advances in Intelligent Systems and Computing 1383, Springer 2021, ISBN 978-3-030-73688-0 - Soumaya Zaghbani, Med Salim Bouhlel:
Mask RCNN for Human Motion and Actions Recognition. 1-9 - Joy Bose
Intelligent and Secure Autofill System in Web Browsers. 10-19 - Samaher Al-Janabi
Synthesis Biometric Materials Based on Cooperative Among (DSA, WOA and gSpan-FBR) to Water Treatment. 20-33 - Muhammad Zafran Bin Muhammad Zaly Shah, Anazida Binti Zainal:
An Initial Parameter Search for Rapid Concept Drift Adaptation in Deep Neural Networks. 34-42 - Gözde Alp
A Comparison of Swarm Intelligence Algorithms Exploiting a Novel Neighbour Generation Technique. 43-52 - Hugo W. Maia
Skin Cancer Automatic Detection Based on Image Characteristics of Shape, Colour, and Texture. 53-62 - Swapna Davies, S. Anand:
Breast Cancer Detection in Infrared Thermal Images Using Convolutional Neural Networks: A Transfer Learning Approach. 63-74 - Iván José Mestre Fernández
Implementation of a System for Collecting and Analyzing Public and Open Access Information from Brazilian Federal Legislative Houses. 75-84 - Teruaki Hayashi
Data Origination: Human-Centered Approach for Design, Acquisition, and Utilization of Data. 85-93 - Eliot Bytyçi
Coarse-Grained Genetic Algorithm for Flexible Job Scheduling Problem. 94-102 - Hemshree Madaan, Shubham Gupta:
AI Improving the Lives of Physically Disabled. 103-112 - Fatima Ezzahraa Ben Bouazza, Younès Bennani
Subspace Guided Collaborative Clustering Based on Optimal Transport. 113-124 - Anita Qoiriah
Exploring Automatic Assessment-Based Features for Clustering of Students' Academic Performance. 125-134 - Kaoutar Benlamine, Younès Bennani
Quantum Semi Non-negative Matrix Factorization. 135-144 - Mohammad Babrdel Bonab, Bok-Min Goi, Madhavan Balan Nair, Chua Kein Huat, Wong Chim Chwee:
A New Genetic-Based Hyper-Heuristic Algorithm for Clustering Problem. 145-155 - Nouhaila Bensalah
LSTM vs. GRU for Arabic Machine Translation. 156-165 - Sadia Afroze, Mohammed Moshiul Hoque
Towards Lip Motion Based Speaking Mode Detection Using Residual Neural Networks. 166-175 - Yuni Yamasari
Reducing the Error Mapping of the Students' Performance Using Feature Selection. 176-185 - Sajid Javed, Xiao Zhang, Jorge Dias
Spatial Graph Regularized Correlation Filters for Visual Object Tracking. 186-195 - Shilpa Rani, Kamlesh Lakhwani
Three Dimensional Wireframe Model of Medical and Complex Images Using Cellular Logic Array Processing Techniques. 196-207 - Shubhangi Kale
Suspicious Activity Detection Using Transfer Learning Based ResNet Tracking from Surveillance Videos. 208-220 - Najiya Koderi Valappil, Qurban A. Memon:
Vehicle Detection in UAV Videos Using CNN-SVM. 221-232 - Vrushali Pagire, Anuradha Phadke:
Underwater Moving Object Detection Using GMG. 233-244 - Angelica Lourenço Oliveira
Linear Dilation-Erosion Perceptron Trained Using a Convex-Concave Procedure. 245-255 - Taki Hasan Rafi, Faisal Farhan:
A Performance Evaluation of Machine Learning Models on Human Activity Identification (HAI). 256-265 - Thavavel Vaiyapuri:
Wavelet Filtering for Limited-Angle and Low-Dose Computed Tomographic Reconstruction. 266-277 - Anushka Desai, Vraj Mashruwala, Manish Khare:
Handwritten Signature Verification Using Complex Wavelet Transform and Mutual Information Based Kernel. 278-288 - Abdeljalil Gattal
Multi-Scale Oriented Basic Image Features Column for Handwritten Digit Recognition. 289-298 - Meenal Narkhede, Prashant P. Bartakke
Delving into Feature Maps: An Explanatory Analysis to Evaluate Weight Initialization. 299-310 - Parashuram Bannigidad
Historical Kannada Handwritten Character Recognition Using Machine Learning Algorithm. 311-319 - Fariba Goodarzian, Aida Goodarzian, Ajith Abraham, Sohaib Dastgoshade:
Home Health Care Network Management Under Fuzzy Environment Using Meta-heuristic Algorithms. 320-332 - Sohaib Dastgoshade
The Lagrangian Relaxation Approach for Home Health Care Problems. 333-344 - Pradeep Nahak
Study on Vision System for Disease Detection Using CNN and LabVIEW of an Agricultural Robot. 345-353 - Mauricio Castillo
An Autonomous Galactic Swarm Optimization Algorithm Supported by Hidden Markov Model. 354-363 - Dhawa Sang Dong
Machine Learning for Breast Cancer Diagnosis and Classification Using Hand-Crafted Features. 364-373 - Pradip M. Paithane
Automatic Seeded Region Growing with Level Set Technique Used for Segmentation of Pancreas. 374-382 - Elahe Mohagheghian, Hasan Hosseini Nasab, Ajith Abraham, Mohammad Bagher Fakhrzad:
Sustainability Considerations in the Product Design Using System Dynamics and Fuzzy Cognitive Maps. 383-394 - Shibani Hamsa, Youssef Iraqi
Dominant Voiced Speech Segregation and Noise Reduction Pre-processing Module for Hearing Aids and Speech Processing Applications. 395-403 - Hudan Studiawan, Rahmat Nazali Salimi, Tohari Ahmad
Forensic Analysis of Copy-Move Attack with Robust Duplication Detection. 404-413 - Abhishek Dixit, Ashish Mani, Rohit Bansal
Feature Selection Approach Based on a Novel Variant of Hybrid Differential Evolution and PSO for Sentiment Classification. 414-423 - Zhen Chen
A Comparative Study for Fisheye Image Classification: SVM or DNN. 424-433 - Gervas Batister Mgaya
A Survey on Applications of Modern Deep Learning Techniques in Team Sports Analytics. 434-443 - Youssef Ait Khouya, Mohammed Ait Oussous, Faouzi Ghorbel
Describing Brachiopods Shape Based on Fusion of Curvature and Fourier Descriptors. 444-455 - Amit Gawade
Early Diagnosis of Parkinson's Disease Using LSTM: A Deep Learning Approach. 456-465 - Paulo A. Salgado, Teresa Paula Azevedo Perdicoúlis:
Segmentation of Foetus Brain MRI Based on K-nn Algorithm, A Case Study. 466-475 - Omid Abdolazimi
Design of a Closed Supply Chain Under Uncertainty with Regards to Social and Environmental Impacts. 476-488 - Paulo A. Salgado
Contour Method for Ultrasound Images. 489-495 - Yohan Foucade, Younès Bennani
Unsupervised Learning from Data and Learners. 496-507 - Shourav Bin Rabbani, Amin Ahsan Ali, M. Ashraful Amin
Using Microsoft Kinect V2 for Custom Upper-Limb Rehabilitation Exercises. 508-519 - Omer Faruk Seymen
Customer Churn Prediction Using Deep Learning. 520-529 - Parashuram Bannigidad, Asmita Deshpande:
The Fusion of Features for Detection of Cotton Wool Spots in Digital Fundus Images. 530-538 - Ahsan Baidar Bakht, Sajid Javed, Roberto Dina, Hasan Almarzouqi, Ahsan Khandoker, Naoufel Werghi:
Thyroid Nodule Cell Classification in Cytology Images Using Transfer Learning Approach. 539-549 - Muhammad Shafay
Deep Fusion Driven Semantic Segmentation for the Automatic Recognition of Concealed Contraband Items. 550-559 - Aleksandra Rutkowska
Project Comparison Method Supporting Participatory Budget Process - Poznan Case Study. 560-571 - Marc Chevallier
Seeding Initial Population, in Genetic Algorithm for Features Selection. 572-582 - Vladyslav Yavtukhovskyi, Rami Abukhader, Nils Tillaeus, Ning Xiong:
An Incremental Fuzzy Learning Approach for Online Classification of Data Streams. 583-592 - Vanel A. Lazcano
Depth Image Completion Using Anisotropic Operators. 593-604 - Shital Patil
Hyperparameter Tuning Based Performance Analysis of Machine Learning Approaches for Prediction of Cardiac Complications. 605-617 - Sheena Christabel Pravin
Acousto-Prosodic Delineation and Classification of Speech Disfluencies in Bilingual Children. 618-628 - Ilaiah Kavati, Erukala Suresh Babu
Real-Time Traffic Sign Recognition and Classification Using Deep Learning. 629-636 - Geetanjali Udawat, Niketa Gandhi
Merits of Mixotrophic Cultivation for Microalgal Biomass Production. 637-647 - Mehmet Korkmaz
Deep Neural Network Based Phishing Classification on a High-Risk URL Dataset. 648-657 - Salma Benazzouza, Mohammed Ridouani
A Secure Bayesian Compressive Spectrum Sensing Technique Based Chaotic Matrix for Cognitive Radio Networks. 658-668 - Yassine Maleh
Optimized Machine Learning Techniques for IoT 6LoWPAN Cyber Attacks Detection. 669-677 - Omar El Idrissi, Abdellatif Mezrioui, Abdelhamid Belmekki:
Inadequacy of IT Approaches to Manage Cyber Security in ICS Context. 678-689 - Hicham Zougagh, Noureddine Idboufker, Youssef Saadi:
Trust-Based Intrusion Detection for Multi Path OLSR Protocol. 690-705 - Aman Bhargava, Kartik Shankhavaram, Priyanshu Agarwal, Jayaprakash Kar:
Bitcoin Technology and Its Security Challenges: A Research Survey. 706-715 - Abdul Wahid Mir, Ketti Ramachandran Ram Kumar:
Zero Trust User Access and Identity Security in Smart Grid Based SCADA Systems. 716-726 - Sampsa Rauti, Samuli Laato
Man-in-the-Browser Attacks Against IoT Devices: A Study of Smart Homes. 727-737 - Samuli Laato
Scambaiting as a Form of Online Video Entertainment: An Exploratory Study. 738-748 - Rania A. Tabeidi, Hanaa F. Morse, Samia M. Masaad, Reem H. Al-shammari, Dalia M. Alsaffar:
Create a Hybrid Algorithm by Combining Hill and Advanced Encryption Standard Algorithms to Enhance Efficiency of RGB Image Encryption. 749-757 - Mohammed El Idrissi
An Improved Smart Wheat Health Monitor for Smart Farming Application Using Deep Residual Learning Framework. 758-767 - Meryem Cherkaoui Semmouni, Ali Azougaghe, Abderrahmane Nitaj, Mostafa Belkasmi:
A New Electronic Voting System Based on Elliptic Curve in a Cloud Computing Environment. 768-778 - Elmehdi Adil
Investigation of Stereo Camera Calibration Based on Python. 779-789 - Houria Madani
Study on the Different Types of Neural Networks to Improve the Classification of Ransomwares. 790-798 - Mahamadou Issoufou Tiado, Ibrahim Ganaou Noura
Quality of Service Evaluation with DSR (Dynamic Source Routing) Protocol in the Classroom Ad Hoc Network of the New Generation of Digital Open Universities (DOUNG). 799-809 - Didier Bassolé
Detection of Vulnerabilities Related to Permissions Requests for Android Apps Using Machine Learning Techniques. 810-822 - Dandy Pramana Hostiadi
A New Approach to Detecting Bot Attack Activity Scenario. 823-835 - Maryem Ait El Hadj
A Log-Based Method to Detect and Resolve Efficiently Conflicts in Access Control Policies. 836-846 - Manar Alohaly, Daniel Takabi:
A Hybrid Policy Engineering Approach for Attribute-Based Access Control (ABAC). 847-857 - Noe Elisa, Longzhi Yang, Fei Chao, Nitin Naik:
Anomaly Detection for Internet of Things (IoT) Using an Artificial Immune System. 858-867 - Zineb Bakraouy, Amine Baïna, Mostafa Bellafkih:
Agreement-Broker: Performance Analysis Using KNN, SVM, and ANN Classifiers. 868-879 - Paolo D'Arco, Zahra Ebadi Ansaroudi
Secret Disclosure Attacks on a Recent Ultralightweight Mutual RFID Authentication Protocol for Blockchain-Enabled Supply Chains. 880-890 - Shahna K. U.
A Novel Image Encryption Technique Using Multiple One Dimensional Chaotic Map. 891-903 - Mamadou Mbaye, Cheikhou Thiam:
Use of Cryptography for Monetary Issuance and Securing Financial Transactions. 904-910 - Joan Nabusoba, Calvins Otieno, Wilson Cheruiyot:
MAAMSIC: Multimodal Authentication and Authorization Model for Security of IoT Communication via GSM Messaging in Sub-Saharan Africa. 911-920 - Mohamed Ouhssini
Towards a Proactive System of DDoS Attacks Detection in the Cloud. 921-933 - Syed Usman Jamil
Edge Computing Enabled Technologies for Secure 6G Smart Environment-An Overview. 934-945 - Victor Fedoseev
Secure QIM-Based Image Watermarking in JPEG Compression Domain. 946-955 - Latifah Almaiman, Noura Alqahtani:
Security and Privacy on IoMT. 956-963 - Ashutosh Singh, Yogendra Narain Singh, Pramod Kumar:
Biometric Template Protection Using Deep Learning. 964-974 - Bellal Belkacemi, Salah Saad
Inner and Outer Race Bearing Defects of Induction Motor Running at Low Speeds Signal Analysis with DWT. 975-983 - Jihane El Mokhtari, Anas Abou El Kalam
Transformation of PrivUML into XACML Using QVT. 984-996 - Hedi Choura
Robust and Secure Watermarking Technique for E-Health Applications. 997-1008 - Shelley Gupta
Emoji Score and Polarity Evaluation Using CLDR Short Name and Expression Sentiment. 1009-1016 - Kazi Masum Sadique
Dynamic and Decentralized Trust Management for the Internet of Things (IoT) Paradigm. 1017-1026 - Khaznah Alhajri, Wadha Almarrai, Amani Alzahrani, Ezaz Aldahasi, Maha AlGhamdi, Dabiah Ahmed Alboaneen
Comparison of Parental Control Tools for Blocking Advertisements on a Home Network. 1027-1037
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