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21st ISDA 2021: Virtual Event
- Ajith Abraham, Niketa Gandhi, Thomas Hanne, Tzung-Pei Hong, Tatiane Nogueira Rios, Weiping Ding:
Intelligent Systems Design and Applications - 21st International Conference on Intelligent Systems Design and Applications (ISDA 2021) Held During December 13-15, 2021. Lecture Notes in Networks and Systems 418, Springer 2022, ISBN 978-3-030-96307-1 - Sebastian Fix, Thomas Probst, Oliver Ruggli, Thomas Hanne, Patrik Christen:
Open-Ended Automatic Programming Through Combinatorial Evolution. 1-12 - Sahar Dammak
, Hazar Mliki
Deep Face Mask Detection: Prevention and Mitigation of COVID-19. 13-22 - Pawan Kumar, Reiben Eappen Reji, Vikram Singh
Extracting Emotion and Sentiment Quotient of Viral Information Over Twitter. 23-33 - Anova Ajay Pandey, Terrance Frederick Fernandez
Maintaining Scalability in Blockchain. 34-45 - Priyanka Malhotra, Sheifali Gupta
Thoracic Disease Chest Radiographic Image Dataset: A Comprehensive Review. 46-56 - Andrzej Rusiecki
Batch Normalization and Dropout Regularization in Training Deep Neural Networks with Label Noise. 57-66 - Vaishnavi Kulkarni, Anurag Kolhe, Jay Kulkarni:
Intelligent Software Engineering: The Significance of Artificial Intelligence Techniques in Enhancing Software Development Lifecycle Processes. 67-82 - Agnieszka Orlowska, Dominique Fourer, Jean-Paul Gavini, Dominique Cassou-Ribehart:
Honey Bee Queen Presence Detection from Audio Field Recordings Using Summarized Spectrogram and Convolutional Neural Networks. 83-92 - Rahul Karmakar
Formal Verification Techniques: A Comparative Analysis for Critical System Design. 93-102 - Oluwafemi Samson Balogun
Investigating Drug Peddling in Nigeria Using a Machine Learning Approach. 103-120 - Ryotaro Kamimura:
Selective Information Control and Layer-Wise Partial Collective Compression for Multi-Layered Neural Networks. 121-131 - Mayssa Bensalah, Atef Boujelben
Semantic Representation Driven by a Musculoskeletal Ontology for Bone Tumors Diagnosis. 132-144 - Zahoor Ahmad
Centrifugal Pump Fault Diagnosis Using Discriminative Factor-Based Features Selection and K-Nearest Neighbors. 145-153 - Zahoor Ahmad
Transfer Learning with 2D Vibration Images for Fault Diagnosis of Bearings Under Variable Speed. 154-164 - Leandro Costa
Performance Evaluation of Microservices Featuring Different Implementation Patterns. 165-176 - Mehdi Achour, Amine Boufaied:
Lifetime Optimization of Sensor Networks with Mobile Sink and Solar Energy Supply. 177-187 - Adson M. Santos, Carmelo J. A. Bastos Filho, Alexandre M. A. Maciel:
Counting Vehicle by Axes with High-Precision in Brazilian Roads with Deep Learning Methods. 188-198 - Rania Rebai Boukhriss, Ikram Chaabane, Radhouane Guermazi, Emna Fendri, Mohamed Hammami:
Imbalanced Learning for Robust Moving Object Classification in Video Surveillance Applications. 199-209 - George Obaido, Kehinde D. Aruleba, Oluwaseun Alexander Dada, Domor Mienye Ibomoiye
Mining Frequently Traveled Routes During COVID-19. 210-219 - Haruki Shigeta, Kodai Komatsu, Shun Oyabu, Kazuya Matsuo, Shuichi Kurogi:
Analysis of Performance Improvement for Speaker Verification by Combining Feature Vectors of LPC Spectral Envelope, MFCC and pLPC Pole Distribution. 220-230 - Ramisetty Kavya, Jonathan Samuel, Gunjan Parihar, Y. Suba Joyce, Y. Bakthasingh Lazarus, Subhrakanta Panda
CASTA: Clinical Assessment System for Tuberculosis Analysis. 231-242 - Rafia Nishat Toma, Jong-Myon Kim:
Bearing Fault Classification of Induction Motor Using Statistical Features and Machine Learning Algorithms. 243-254 - Malika Ben Khalifa
Evidential Spammers and Group Spammers Detection. 255-265 - Michael Hellwig
NLP for Product Safety Risk Assessment: - Towards Consistency Evaluations of Human Expert Panels. 266-276 - El Mostafa Bourhim:
Augmented Reality for Fire Evacuation Research: An A'WOT Analysis. 277-285 - Tarun Kumar Gupta, Khalid Raza
Optimization of Artificial Neural Network: A Bat Algorithm-Based Approach. 286-295 - Modupe Odusami, Rytis Maskeliunas, Robertas Damasevicius, Sanjay Misra
ResD Hybrid Model Based on Resnet18 and Densenet121 for Early Alzheimer Disease Classification. 296-305 - Habiba Drias, Yassine Drias, Lydia Sonia Bendimerad, Naila Aziza Houacine
Quantum Ordering Points to Identify the Clustering Structure and Application to Emergency Transportation. 306-315 - Nesrine Missaoui, Sonia Ayachi Ghannouchi:
Patterns for Improving Business Processes: Defined Pattern Categorization. 316-325 - Mariem Taktak, Slim Triki:
SAX-Preprocessing Technique for Characters Recognition Using Gyroscope Data. 326-335 - Sali Issa
Lower Limb Movement Recognition Using EMG Signals. 336-345 - María Beatríz Bernábe Loranca, Rogelio González Velázquez, Carlos Guillén Galván, Erika Granillo-Martínez:
A Model of Compactness-Homogeneity for Territorial Design. 346-357 - R. Devi Priya, V. Devisurya, N. Anitha, N. Kalaivaani, P. Keerthana, E. Adarsh Kumar:
Automated Cattle Classification and Counting Using Hybridized Mask R-CNN and YOLOv3 Algorithms. 358-367 - Veronica Naosekpam
UTextNet: A UNet Based Arbitrary Shaped Scene Text Detector. 368-378 - Leila Haj Meftah
VSim-AV: A Virtual Simulation Platform for Autonomous Vehicles. 379-388 - Mouna Zitouni
Image Segmentation Using Matrix-Variate Lindley Distributions. 389-398 - Adil Chakhtouna
Improving Speech Emotion Recognition System Using Spectral and Prosodic Features. 399-409 - Egor Nikitin, Alexey M. Kashevnik, Nikolay Shilov:
Spare Parts Sales Forecasting for Mining Equipment: Methods Analysis and Evaluation. 410-420 - Aniket Sharma
Data-Centric Approach to Hepatitis C Virus Severity Prediction. 421-431 - Erika Pellegrino, Tania Stathaki:
Automatic Crack Detection with Calculus of Variations. 432-440 - Rahma Kadri, Mohamed Tmar, Bassem Bouaziz
Deep Squeeze and Excitation-Densely Connected Convolutional Network with cGAN for Alzheimer's Disease Early Detection. 441-451 - Sihem Hamza
Recognition of Person Using ECG Signals Based on Single Heartbeat. 452-460 - D. E. Moreira da Silva, Vítor Filipe, Pedro Franco-Gonçalo, Bruno Colaço, Sofia Alves-Pimenta, Mário Ginja, Lio Gonçalves
Semantic Segmentation of Dog's Femur and Acetabulum Bones with Deep Transfer Learning in X-Ray Images. 461-475 - Malak Saidi, Mohamed Daoud, Anis Tissaoui
Automatic Microservices Identification from Association Rules of Business Process. 476-487 - Soura Boulaares
Toward a Configurable Thing Composition Language for the SIoT. 488-497 - Júlia Schubert Peixoto
Comparison of Different Processing Methods of Joint Coordinates Features for Gesture Recognition with a RNN in the MSRC-12. 498-507 - Sayantan Pal
Summary Generation Using Natural Language Processing Techniques and Cosine Similarity. 508-517 - Ivan Gaidarski, Pavlin Kutinchev:
An Approach for Constructing a Simulation Model for Dynamic Analysis of Information Security System. 518-526 - Domor Mienye Ibomoiye
Enhanced Prediction of Chronic Kidney Disease Using Feature Selection and Boosted Classifiers. 527-537 - Farzin Piltan, Jong-Myon Kim:
An Adaptive-Backstepping Digital Twin-Based Approach for Bearing Crack Size Identification Using Acoustic Emission Signals. 538-547 - Mohammed M. Alani
Implementation-Oriented Feature Selection in UNSW-NB15 Intrusion Detection Dataset. 548-558 - El Mostafa Bourhim, Aziz Akhiate:
Augmented Reality SDK's: A Comparative Study. 559-566 - Maissa Hamouda, Med Salim Bouhlel:
Hybrid Neural Network for Hyperspectral Satellite Image Classification (HNN). 567-575 - Nassim Bout
Implementation of the Business Process Model and Notation in the Modelling of Patient's Clinical Workflow in Oncology. 576-586 - Hariket Sukesh Kumar Sheth
Mobile Cloud Computing: Issues, Applications and Scope in COVID-19. 587-600 - Faeze Haghgoo, Ali Navaei, Amir Aghsami
Designing a Humanitarian Supply Chain for Pre and Post Disaster Planning with Transshipment and Considering Perishability of Products. 601-612 - Oscar Tamburis, Fabrizio L. Ricci, Fabrizio Consorti, Fabrizio Pecoraro, Daniela Luzi:
Innovative Learning Technologies as Support to Clinical Reasoning in Medical Sciences: The Case of the "FEDERICO II" University. 613-623 - Hamidah Jantan
Convolutional Neural Networks (CNN) Model for Mobile Brand Sentiment Analysis. 624-636 - Houcemeddine Turki, Mohamed Ali Hadj Taieb, Mohamed Ben Aouicha:
How Knowledge-Driven Class Generalization Affects Classical Machine Learning Algorithms for Mono-label Supervised Classification. 637-646 - Leila Haj Meftah
Deep Residual Network for Autonomous Vehicles Obstacle Avoidance. 647-656 - Oumayma Labti
Modeling Travelers Behavior Using FSQCA. 657-666 - Naima E. L. Haoud, Oumaima Hali:
AHP Approach for Selecting Adequate Big Data Analytics Platform. 667-675 - Rakia Saidi, Fethi Jarray:
Combining Bert Representation and POS Tagger for Arabic Word Sense Disambiguation. 676-685 - S. Lilly Sheeba
Detection of Lung Cancer from CT Images Using Image Processing. 686-695 - Odamboy Djumanazarov
An Overview of IoT-Based Architecture Model for Smart Home Systems. 696-706 - K. Sneha Hegde
Real Time Tracking of Traffic Signs for Autonomous Driving Using Monocular Camera Images. 707-722 - Ahmad Hakimi, Reza Mahdizadeh, Hossein Shokri Garjan, Amir Khiabani, Ajith Abraham:
Metaheuristic Methods for Water Distribution Network Considering Routing Decision. 723-734 - Abdelhadi Ifleh
Prediction of Moroccan Stock Price Based on Machine Learning Algorithms. 735-741 - S. Subhashini
R-DCNN Based Automatic Recognition of Indian Sign Language. 742-753 - Xiang Ji, Qiushu Chen, Tao Xiong, Tianyu Xiong, Huiliang Shang:
VReason Grasp: An Ordered Grasp Based on Physical Intuition in Stacking Objects. 754-764 - Abdul Manazir, Khalid Raza
Comparative Evaluation of Genetic Operators in Cartesian Genetic Programming. 765-774 - Manaswita Datta, Bhawana Rudra:
Prediction of Credibility of Football Player Rating Using Data Analytics. 775-786 - Sunil Kumar, Rohit Kumar Sahu, Bhawana Rudra:
DDoS Attack Detection on IoT Devices Using Machine Learning Techniques. 787-794 - Stefano Ferilli, Domenico Redavid
Functionality and Architecture for a Platform for Independent Learners: KEPLAIR. 795-805 - Md Siddiqur Rahman, Laurent Lapasset, Josiane Mothe:
Aircraft Conflict Resolution Using Convolutional Neural Network on Trajectory Image. 806-815 - Abir Hadriche, Ichrak ElBehy, Amira Hajjej, Nawel Jmail:
Evaluation of Techniques for Predicting a Build Up of a Seizure. 816-827 - Elmehdi Adil
A Real-Time Stereoscopic Images Rectification and Matching Algorithm Based on Python. 828-837 - Flávio Izo
Named Entities as a Metadata Resource for Indexing and Searching Information. 838-848 - Cyro M. G. Sabóia, Pedro Pedrosa Rebouças Filho:
Brazilian Mercosur License Plate Detection and Recognition Using Haar Cascade and Tesseract OCR on Synthetic Imagery. 849-858 - A. Sujan Reddy, S. Akashdeep, S. Sowmya Kamath
Designing Scalable Intrusion Detection Systems with Stacking Based Ensemble Learning. 859-869 - Bwija Mukome
Retrofitting Stormwater Harvest System in Dispersing Reliable Water Supply in a Climate-Smart City. 870-878 - E. M. Roopa Devi, R. Shanthakumari, R. Rajdevi, S. Dineshkumar, A. Dinesh, M. Keerthana:
Predicting and Analysis the Bitcoin Price Using Various Forecasting Model. 879-889 - Wafa Wali, Bilel Gargouri
Improved Sentence Similarity Measurement in the Medical Field Based on Syntactico-Semantic Knowledge. 890-899 - Thallys da Silva Nogueira
Analysis of the Brazilian Artisanal Cheese Market from the Perspective of Social Networks. 900-909 - Aris E. Ignacio
PONY: Predicting an Object's Next_Location Using YOLO. 910-919 - Sumit Gupta, Tapas Kumar Patra, Chitrita Chaudhuri:
Role of Machine Learning in Authorship Attribution with Select Stylometric Features. 920-932 - Saksham Jain, Nidhi Sindhwani
COVID Detection Using Chest X-Ray and Transfer Learning. 933-943 - Nassim Bahri, Mohamed Anis Bach Tobji, Boutheina Ben Yaghlane:
ECFAR: A Rule-Based Collaborative Filtering System Dealing with Evidential Data. 944-955 - Pedro Carvalho
Enhancing Photography Management Through Automatically Extracted Metadata. 956-964 - Adebayosoye Awonaike, Seyed Ali Ghorashi
A Machine Learning Framework for House Price Estimation. 965-976 - Tzung-Pei Hong, Hao Chang, Shu-Min Li, Yu-Chuan Tsai
A Dedicated Temporal Erasable-Itemset Mining Algorithm. 977-985 - Satwinder Kaur
Denoising Hyperspectral Imageries with Split-Bregman Iteration Scheme. 986-1001 - Virendra Dani
iWAD: An Improved Wormhole Attack Detection System for Wireless Sensor Network. 1002-1012 - Wafa Alotaibi, Faye Alomary, Raouia Mokni:
Twitter People's Opinions Analysis During Covid-19 Quarantine Using Machine Learning and Deep Learning Models. 1013-1024 - Sergey Savosin, Nikolay Teslya
Estimation and Aggregation Method of Open Data Sources for Road Accident Analysis. 1025-1034 - Tiago Dias
A Hybrid Approach for an Interpretable and Explainable Intrusion Detection System. 1035-1045 - Md. Raihan Uddin
An IoT Based Home Automation System VIA Hotspot. 1046-1056 - Prajna Hebbar, S. Sowmya Kamath
Genomic Variant Annotation: A Comprehensive Review of Tools and Techniques. 1057-1067 - Amal Abbes
Age Estimation and Gender Recognition Using Biometric Modality. 1068-1077 - Rim Laatar, Ahlem Rhayem
Towards a Historical Ontology for Arabic Language: Investigation and Future Directions. 1078-1087 - Rihab Abdelkhalek, Zied Elouedi:
Optimized Evidential AIRS with Feature Selection and Genetic Algorithm. 1088-1097 - Jonatan Dellagostin, Anselmo Cukla, Fabio Bisogno, Raul Sales, Lucas Strapazzon, Gregório Salvador:
Predicting the Movement Intention and Controlling the Grip of a Myoelectrical Active Prosthetic Arm. 1098-1109 - Noémi Gaskó, Mihai Suciu, Rodica Ioana Lung, Tamás Képes:
An Evolutionary Approach for Critical Node Detection in Hypergraphs. A Case Study of an Inflation Economic Network. 1110-1117 - Omnia Mezghani:
A Modified Technique Based on GOMASHIO Method for Mobile Nodes Localization in a WSN. 1118-1128 - Pooja Manghirmalani Mishra, Rabiya Saboowala
Attitude Prediction of In-service Teachers Towards Blended Learning Using Machine Learning During COVID-19 Pandemic. 1129-1141 - Wictor Gomes de Oliveira, Pedro Pedrosa Rebouças Filho, Elias Teodoro da Silva Júnior
Driver Behavior Analysis: Abnormal Driving Detection Using MLP Classifier Applied to Outdoor Camera Images. 1142-1152 - Oumaima Bhiri, Khaoula Sayeb, Sonia Ayachi Ghannouchi:
Supporting Reusability in the Scrum Process. 1153-1163 - Rim Aroua Machhout, Chiraz Ben Othmane Zribi, Saoussen Mathlouthi Bouzid:
Arabic Automatic Essay Scoring Systems: An Overview Study. 1164-1176 - Mahmoud Mezghani:
Energy-Efficient Khalimsky-Based Routing Approach for K-Hop Clustered Wireless Multimedia Sensor Networks (WMSNs). 1177-1187 - Abir Zawali
Academic Venue Recommendation Based on Refined Cross Domain. 1188-1197 - Haithem Kharfia, Fatma Ghorbel, Bilel Gargouri
Typology of Data Inputs Imperfection in Collective Memory Model. 1198-1206 - Leila Bayoudhi
How Latest Computer Science Research Copes with COVID-19? 1207-1215 - Yohan Mahajan, Jahnavi Pinnamraju, John L. Burns, Judy W. Gichoya, Saptarshi Purkayastha
Using Machine Learning Approaches to Identify Exercise Activities from a Triple-Synchronous Biomedical Sensor. 1216-1226 - Loganathan Agilandeeswari, Kuhoo Sharma, Saurabh Srivastava:
Intelligent Image Captioning Approach with Novel Ensembled Recurrent Neural Network Model. 1227-1236 - Souhir Elleuch, Bassem Jarboui:
Analysis of Six Different GP-Tree Neighborhood Structures. 1237-1249 - Subrato Bharati
Ensemble Learning for Data-Driven Diagnosis of Polycystic Ovary Syndrome. 1250-1259 - Loganathan Agilandeeswari, Aayush Jha
Tree Species Detection Using MobileNet - An Approach. 1260-1270 - Siti Inayah Rizki Hasanah, Muhammad Ihsan Jambak
Dimensional Reduction Methods Comparison for Clustering Results of Indonesian Language Text Documents. 1271-1280 - Sérgio Valentim
Gun Model Classification Based on Fired Cartridge Case Head Images with Siamese Networks. 1281-1291 - Hemant Rathore, B. Raja Narasimhan, Sanjay K. Sahay, Mohit Sewak:
Image-based Android Malware Detection Models using Static and Dynamic Features. 1292-1305 - Shio Gai Quek, Ganeshsree Selvachandran, Rohana Sham
A Fuzzy Logic Based Optimal Network System for the Delivery of Medical Goods via Drones and Land Transport in Remote Areas. 1306-1312 - Dorra Kallel, Ines Kanoun, Diala Dhouib:
The Menu Planning Problem: A Systematic Literature Review. 1313-1324 - Raja Hamza
Comparative Study on Deep Learning Methods for Apple Ripeness Estimation on Tree. 1325-1340 - Gabriella Casalino
Neuro-Fuzzy Systems for Learning Analytics. 1341-1350 - Neji Neily, Boulbaba Ben Ammar, Habib M. Kammoun:
Prediction of COVID-19 Active Cases Using Polynomial Regression and ARIMA Models. 1351-1362 - Loganathan Agilandeeswari, Suri Koushmitha, Yerru Nanda Krishna Arun:
Land Use/Land Cover Classification Using Machine Learning and Deep Learning Algorithms for EuroSAT Dataset - A Review. 1363-1374 - Andebotum Roland, John Wejin, Sanjay Misra
A Dynamic Rain Detecting Car Wiper. 1375-1383 - Emmanuel Abidemi Adeniyi
Crude Oil Price Prediction Using Particle Swarm Optimization and Classification Algorithms. 1384-1394 - Loganathan Agilandeeswari, Ishita Khatri, Jagruta Advani, Syed Mohammad Nihal:
An Efficient Thyroid Disease Detection Using Voting Based Ensemble Classifier. 1395-1405 - Zhipeng Wang, Qiuming Zhu:
A Cross-Entropy Based Feature Selection Method for Binary Valued Data Classification. 1406-1416 - A. P. Ponselvakumar, S. Anandamurugan, K. Lokeshwaran, Suganneshan, Zubair, Gokula Kannan:
Effective Music Suggestion Using Facial Recognition. 1417-1424 - Nawel Hamdi, Chiraz El Hog
A Survey on SLA Management Using Blockchain Based Smart Contracts. 1425-1433
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