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ORCID20th ISDA 2020: Virtual Event
- Ajith Abraham, Vincenzo Piuri, Niketa Gandhi, Patrick Siarry, Arturas Kaklauskas
, Ana Madureira:
Intelligent Systems Design and Applications - 20th International Conference on Intelligent Systems Design and Applications (ISDA 2020) held December 12-15, 2020. Advances in Intelligent Systems and Computing 1351, Springer 2021, ISBN 978-3-030-71186-3 - Amit Kumar Tyagi, Terrance Frederick Fernandez, Shashvi Mishra, Shabnam Kumari:
Intelligent Automation Systems at the Core of Industry 4.0. 1-18 - Tales L. Fonseca, Leonardo Goliatt:
Hybrid Extreme Learning Machine and Backpropagation with Adaptive Activation Functions for Classification Problems. 19-29 - Wasnaa Kadhim Jawad:
Assessing an Organization Security Culture Based on ENISA Approach. 30-38 - Wasnaa Kadhim Jawad:
Evaluation of Information Security Policy for Small Company. 39-48 - Pratibha Maurya:
English-Hindi Cross Language Query Translation and Disambiguation Using Most Salient Seed Word. 49-58 - Ha Duyen Trung, Nguyen Huu Trung:
Relay UAV-Based FSO Communications over Log-Normal Channels with Pointing Errors. 59-68 - Oluwafemi Samson Balogun, Sunday Adewale Olaleye, Xiao Zhi Gao, Pekka J. Toivanen:
A Novel Generalized Form of Cure Rate Model for an Infectious Disease with Co-infection. 69-79 - Mohamed Hachem Kermani, Zizette Boufaïda:
A2PF: An Automatic Protein Production Framework. 80-91 - Zouhaira Noubigh, Anis Mezghani, Monji Kherallah:
Open Vocabulary Recognition of Offline Arabic Handwriting Text Based on Deep Learning. 92-106 - Susmita Guha, Akash Nag, Rahul Karmakar:
Formal Verification of Safety-Critical Systems: A Case-Study in Airbag System Design. 107-116 - Billy Ward, Chandresh Pravin, Alec Chetcuti, Yoshikatsu Hayashi, Varun Ojha:
Classification of Musical Preference in Generation Z Through EEG Signal Processing and Machine Learning. 117-127 - Nessrine Elloumi, Johan Debayle, Habiba Loukil, Med Salim Bouhlel:
A Locally Weighted Metric for Measuring the Perceptual Quality of 3D Objects. 128-139 - Punitha Jaikumar, Remy Vandaele, Varun Ojha:
Transfer Learning for Instance Segmentation of Waste Bottles Using Mask R-CNN Algorithm. 140-149 - Sruthy Manmadhan, Binsu C. Kovoor:
ImageFuse: A Multi-view Image Featurization Framework for Visual Question Answering. 150-159 - Islam Elleuch, Achraf Makni, Rafik Bouaziz:
Cooperative Advanced Driver Assistance Systems: A Survey and Recent Trends. 160-170 - Aiman Al-Sabaawi, Hassan M. Ibrahim, Zinah Mohsin Arkah, Muthana Al-Amidie, Laith Alzubaidi:
Amended Convolutional Neural Network with Global Average Pooling for Image Classification. 171-180 - Aiman Al-Sabaawi, Reem Ibrahim Hasan, Mohammed A. Fadhel, Omran Al-Shamma, Laith Alzubaidi:
Employment of Pre-trained Deep Learning Models for Date Classification: A Comparative Study. 181-189 - Ashi Gala, Nilakshi Jain, Srikanth Kodeboyina, Ramesh Menon:
A Study on Evolutionary Algorithms to Reopen Organizations Safely During COVID-19. 190-199 - Sandra Rizkallah, Amir F. Atiya, Samir I. Shaheen:
Learning Spherical Word Vectors for Opinion Mining and Applying on Hotel Reviews. 200-211 - Md Shadman Aadeeb, Md. Mahadi Hassan Munna, Md. Raqibur Rahman, Muhammad Nazrul Islam:
Towards Developing a Hospital Cabin Management System Using Brain Computer Interaction. 212-224 - André Luis Ferreira Sá, José Everardo Bessa Maia:
A Discriminant Function Controller for Elevator Groups Evolved by Genetic Algorithm. 225-235 - H. M. Nandini, H. K. Chethan, B. S. Rashmi:
Keyframe Extraction Using Sobel Fuzzified Weighted Approach. 236-246 - Raúl Llasag Rosero, Carlos Grilo, Catarina Silva:
Deep Learning with Real-Time Inference for Human Detection in Search and Rescue. 247-257 - Saleem Khalefa Kadhim, Amjad J. Humaidi, Ahmed Sharhan Gataa:
Sliding Mode Control of Magnetic Suspended Impeller for Artificial Heart Pump. 258-272 - Md. Milon Uddin, Imran Bin Jafar, Kanij Raihana, Tanwy Barua, Md. Belal Hossain Bhuian:
Design and Construction of a Wireless Controlled Fire Extinguishing Robot. 273-282 - Xiaojing Zhang, Jiawei Fan, Lin Wang, Bo Yang:
Investigating Data Distribution for Classification Using PSO with Adversarial Network. 283-291 - Khalid E. L. Khadiri, Ouidad Labouidya, Najib El Kamoun, Rachid Hilal, Fatima Lakrami, Chaimaa Belbergui:
Study of Various Web-based Applications Performance in Natif IPv4 and IPv6 Environments. 292-301 - Nator J. C. da Costa, José Everardo Bessa Maia:
A Phase Memory Controller for Isolated Intersection Traffic Signals. 302-311 - Guilherme Costa, Rafael Stubs Parpinelli, Chidambaram Chidambaram:
Multiple Face Recognition Using Self-adaptive Differential Evolution and ORB. 312-321 - Manuel Ayala-Chauvin, Patricio Lara-Alvarez, Jorge Peralta, Albert de la Fuente-Morato:
Low-Cost, Ultrasound-Based Support System for the Visually Impaired. 322-332 - Amna Fekih, Sonia Gaied Fantar, Habib Youssef:
SD-CCN Architecture to Improve QoE for Video Streaming Applications. 333-345 - Pedro Medeiros de Assis Brasil, Fabio Ugalde Pereira, Marco Antônio De Souza Leite Cuadros, Anselmo Rafael Cukla, Daniel Fernando Tello Gamarra:
Dijkstra and A* Algorithms for Global Trajectory Planning in the TurtleBot 3 Mobile Robot. 346-356 - Fátima Rodrigues, Tiago Oliveira:
A Data Mining Framework for Response Modelling in Direct Marketing. 357-366 - Omar Bin Samin, Sumaira Imtiaz, Maryam Omar, Noman Naseeb, Samad Ali Shah:
WakeMeUp: Weight Dependent Intelligent and Robust Alarm System Using Load Cells. 367-376 - Ujunwa Mgboh, Blessing Ogechi Ogbuokiri, George Obaido, Kehinde D. Aruleba:
Visual Data Mining: A Comparative Analysis of Selected Datasets. 377-391 - Senda Bouaziz, Ahlem Nabli, Faïez Gargouri:
NoSQL Big Data Warehouse: Review and Comparison. 392-401 - Mahesh R. Patil, Loganathan Agilandeeswari:
ICN Based DOS Attack Mitigation in Vehicle Adhoc Networks. 402-410 - Salma Abid Azzi, Chiraz Ben Othmane Zribi:
From Machine Learning to Deep Learning for Detecting Abusive Messages in Arabic Social Media: Survey and Challenges. 411-424 - Khouloud Bouaziz, Sonda Chtourou, Zied Marrakchi, Abdulfattah Mohammad Obeid, Mohamed Abid:
A-Part: Top-Down Clustering Approach for Mesh of Clusters FPGA. 425-434 - Pedro Faria, Sandra Dixe, João Leite, Sahar Azadi, José Mendes, Jaime C. Fonseca, João Borges:
In-Car State Classification with RGB Images. 435-445 - Tani Hossain, Tasniah Mohiuddin, A. M. Shahed Hasan, Muhammad Nazrul Islam, Syed Akhter Hossain:
Designing and Developing Graphical User Interface for the MultiChain Blockchain: Towards Incorporating HCI in Blockchain. 446-456 - Jonathan Etumusei, Jorge Martínez Carracedo, Sally I. McClean:
Novel Martingale Approaches for Change Point Detection. 457-467 - Bruno Cunha, Ana Madureira, Benjamim Fonseca:
Development of a Reinforcement Learning System to Solve the Job Shop Problem. 468-477 - Sonia Guehria, Habiba Belleili, Nabiha Azizi, Samir Brahim Belhaouari:
"One vs All" Classifier Analysis for Multi-label Movie Genre Classification Using Document Embedding. 478-487 - Luiz Daniel Garay Trindade, Fábio Paulo Basso, Elder de Macedo Rodrigues, Maicon Bernardino, Daniel Welfer, Daniel Müller:
Analysis of the Superpixel Slic Algorithm for Increasing Data for Disease Detection Using Deep Learning. 488-497 - Matheus Marinho, Carmelo J. A. Bastos Filho, Anthony Lins:
Evaluating Preprocessing Techniques in Identifying Fake News. 498-507 - Said Lakhal, Zouhair Guennoun:
Covid-19 and the Pulmonary Immune System Fight: A Game Theory Model. 508-518 - Fanglve Zhang, Jia Yu, Kun Ma:
IAS: Intelligent Attendance System Based on Hybrid Criteria Matching. 519-525 - Youssef Saadi, Abdelhalim Hnini, Soufiane Jounaidi, Hicham Zougagh:
Energy-Based Comparison for Workflow Task Clustering Techniques. 526-535 - Kanika Gupta, Megha Gupta, J. Jabez Christopher, Vasan Arunachalam:
Fuzzy System for Facial Emotion Recognition. 536-552 - María Beatríz Bernábe Loranca, Rogelio González Velázquez, Erika Granillo-Martínez, Jorge A. Ruiz-Vanoye, Alberto José Luís Carrillo Canán:
Towards an Approach of the Contagion Curve for COVID-19 in Mexico. 553-566 - Sania Thomas, Jyothi Thomas:
A Review on Existing Methods and Classification Algorithms Used for Sex Determination of Silkworm in Sericulture. 567-579 - Oluwafemi A. Sarumi:
Machine Learning-Based Big Data Analytics Framework for Ebola Outbreak Surveillance. 580-589 - Júlia Schubert Peixoto, Miguel Pfitscher, Marco Antônio De Souza Leite Cuadros, Daniel Welfer, Daniel Fernando Tello Gamarra:
Comparison of Different Processing Methods of Joint Coordinates Features for Gesture Recognition with a CNN in the MSRC-12 Database. 590-599 - Bruno Cunha, Ana Madureira, Benjamim Fonseca:
Solving the Job Shop Scheduling Problem with Reinforcement Learning: A Statistical Analysis. 600-609 - Safa Jraba, Mohamed Elleuch, Monji Kherallah:
Arabic Handwritten Recognition System Using Deep Convolutional Neural Networks. 610-620 - Mohammad Sanjari-Parizi, Ali Navaei, Ajith Abraham, Seyed Ali Torabi:
A Daily Production Planning Model Considering Flexibility of the Production Line Under Uncertainty: A Case Study. 621-634 - Rita Oliveira, Catarina I. Reis, Marisa Maximiano:
Academic Records: A Feasible Use Case for Blockchain? 635-646 - Subrato Bharati, Prajoy Podder, M. Rubaiyat Hossain Mondal, Niketa Gandhi:
Optimized NASNet for Diagnosis of COVID-19 from Lung CT Images. 647-656 - Jacques Noom, Nguyen Hieu Thao, Oleg Soloviev, Michel Verhaegen:
Closed-Loop Active Model Diagnosis Using Bhattacharyya Coefficient: Application to Automated Visual Inspection. 657-667 - P. S. S. Nitin, T. Sudha:
Robust Review on Privacy and Security Issues in Present Day Attacks of Data Mining. 668-676 - Ishita Agarwal, Udit Kumar, Rachit Jain, Ruchika Chugh, Ajith Abraham:
Blindophile: Mobile Assistive Gesture-Empowered Ubiquitous Input Device. 677-688 - Mohammed Salah Abood, Mustafa Maad Hamdi, Ahmed Shamil Mustafa, Yasir Abdalhamed Najem, Sami AbdulJabbar Rashid, Imad Jalal Saeed:
Analysis and Simulation for Mobile Ad Hoc Network Using QualNet Simulator. 689-700 - Hichem Dabbèchi, Nahla Zaaboub Haddar, Haytham Elghazel, Kais Haddar:
Social Media Data Integration: From Data Lake to NoSQL Data Warehouse. 701-710 - Ashish Srivastava, Jay Prakash:
Role of Antenna in Flying Adhoc Networks Communication: Provocation and Open Issues. 711-721 - Mustafa Maad Hamdi, Mohammed Salah Abood:
Transmission Over OFDM and SC-FDMA for LTE Systems. 722-731 - Wiem Zaouga, Latifa Ben Arfa Rabai:
A Decision Support System Based on Ontology Learning from PMI' Project Risk Management. 732-742 - Saicharan Gadamshetti, Gerard Deepak, A. Santhana Vijayan:
LWOntoRec: Light Weight Ontology Based Novel Diversified Tag Aware Song Recommendation System. 743-752 - Pedro Barros, Adelaide Cerveira, José Baptista:
An Optimization Model for Scheduling of Households Load Profiles Incorporating Electric Vehicles Charging. 753-763 - Ferdawss Douma, Rafik Braham:
An Adaptive MAC Protocol for Wireless Body Area Networks. 764-773 - Safa Mohamed, Ridha Ejbali:
Deep Learning with Moderate Architecture for Network Intrusion Detection System. 774-783 - Soumaya Boukettaya, Ahlem Nabli, Faïez Gargouri:
Graph Matching in Graph-Oriented Databases. 784-793 - Angshuman Jana:
A Static Analysis Approach to Detect Confidentiality Leakage of Database Query Languages. 794-804 - Ildikó Szabó, Gábor Neusch, Réka Vas:
Design Thinking Based Ontology Development for Robo-advisors. 805-817 - José Carlos Barbon, Jonatan Dellagostin, Maria Emília Ribeiro, Laura Bortoncello, Gustavo Vaccari, Raul Sales, Gregório Salvador, Alexsander Carneiro, Anselmo Cukla, Bianca Rossato:
Proposal for the Development of a Myoelectrically Controlled Prosthetic Arm Integrated with a Web Interface Management System. 818-828 - Mohammad Reza Sayyari, Reza Tavakkoli-Moghaddam, Ajith Abraham, Nastaran Oladzad-Abbasabady:
A School Bus Routing and Scheduling Problem with Time Windows and Possibility of Outsourcing with the Provided Service Quality. 829-839 - Tejaswini Panse, Prashant Deshmukh, Monica Kalbande, Yashika Gaidhani:
Cyclotomic Fast Fourier Transform with Reduced Additive Complexity. 840-852 - Tiago Soares da Costa, Maria Teresa Andrade, Paula Viana:
Inferring Contextual Data from Real-World Photography. 853-862 - S. V. Praveen, Rajesh Ittamalla:
Post Covid-19 Attitude of Consumers Towards Processed Food - a Study Based on Natural Language Processing. 863-868 - Paula Reis, André S. Santos, João A. Bastos, Ana Maria Madureira, Leonilde R. Varela:
A Production Scheduling Support Framework. 869-879 - Siwar Gorrab, Fahmi Ben Rejab:
IK-prototypes: Incremental Mixed Attribute Learning Based on K-Prototypes Algorithm, a New Method. 880-890 - Rabiaa Zitouni, Hala Bezine, Najet Arous:
Template Matching and Deep CNN-SVM for Online Characters Recognition. 891-900 - João P. Scoralick, Gabriele C. Iwashima, Fernando Antonio Basile Colugnati, Leonardo Goliatt, Priscila V. S. Z. Capriles:
A Extreme Gradient Boosting Classifier for Predicting Chronic Kidney Disease Stages. 901-910 - Reham Gharbia, Nour Eldeen Mahmoud Khalifa, Aboul Ella Hassanien:
Land Cover Classification Using Deep Convolutional Neural Networks. 911-920 - Amna Fekih, Sonia Gaied Fantar, Habib Youssef:
QoE Aware Routing Protocol in Content-Centric Mobile Networks Based on SDN Architecture for Video Streaming Applications. 921-933 - Pallavi Verma, Priya Mahajan, Rachana Garg:
DC Link Voltage Control of Stand-Alone PV Tied with Battery Energy Storage System. 934-944 - Jialong Li, Kenji Tei, Shinichi Honiden:
Identifying Achievable Goals for Adaptive Replanning Against Runtime Environment Change. 945-955 - Leila Haj Meftah, Rafik Braham:
Transfer Learning for Autonomous Vehicles Obstacle Avoidance with Virtual Simulation Platform. 956-965 - Wani Bhavesh Gajendra:
Go Green: A Web-Based Approach for Counting Trees from Google Earth Images. 966-976 - Ghada Gamal, Yasser M. K. Omar, Fahima A. Maghraby:
Machine Learning Approaches for Human Activity Recognition Based on Multimodal Body Sensors. 977-987 - Hrithik Jha, Abhay Patel, Aswani Kumar Cherukuri:
Thumbnail Personalization for Users Based on Genre Preferences. 988-996 - Mayssa Frikha, Emna Fendri, Mohamed Hammami:
OPTrack: A Novel Online People Tracking System. 997-1006 - Saulo Cunha Campos, José Elias Claudio Arroyo, Matheus de Freitas Araujo:
A Hybrid Heuristic for a Three-Stage Assembly Flow Shop Scheduling Problem with Sequence Dependent Setup Time. 1007-1017 - Flávio R. S. Nunes, Crislânio de S. Macêdo, Jéferson do N. Soares, Haniel G. Cavalcante, Marcelo Q. L. Brilhante, José Everardo Bessa Maia:
Fuzzy-Probabilistic Approach for Dense Wireless Sensor Network. 1018-1027 - N. Vinay Kumar, K. Swarnalatha, D. S. Guru, Basavaraj S. Anami:
Interval-Valued Feature Selection for Classification of Text Documents. 1028-1038 - Tarannum Zaki, Nafiz Imtiaz Khan, Muhammad Nazrul Islam:
Evaluation of User's Emotional Experience Through Neurological and Physiological Measures in Playing Serious Games. 1039-1050 - Alaa Hamza Omran, Mohammed Salih Mahdi, Ahmed A. Hashim, Ghassan Abdul-Majeed:
Development of Low Cost Intelligent Tracking System Realized on FPGA Technology for Solar Cell Energy Generation. 1051-1064 - Loganathan Agilandeeswari, Yerru Nanda Krishna Arun, Chikkala Nikhil, Suri Koushmitha, A. Chaithanya:
An Inclusive Survey on Signature Recognition System. 1065-1073 - Loganathan Agilandeeswari, V. Ragul, S. Syed Mohammed Nihal, M. Rahaman Khan:
A Comprehensive Analysis of Keystroke Recognition System. 1074-1083 - Emil Kalbaliyev, Gábor Szegedi:
Long Term Stock Market Prediction with Recurrent Neural Network Architectures. 1084-1093 - Salma Chaieb, Ali Ben Mrad, Brahim Hnich, Véronique Delcroix:
Obsolete Information Detection Using a Bayesian Networks Approach. 1094-1104 - N. Roopak, Gerard Deepak, A. Santhana Vijayan:
HCRDL: A Hybridized Approach for Course Recommendation Using Deep Learning. 1105-1113 - Jean-Charles Huet, Lamine Bougueroua, Yassine Kriouile, Alain Moretto:
Toward an Intelligent System Architecture for Smart Agriculture: Application to Smart Beehives. 1114-1123 - Deepak Surya, Gerard Deepak, A. Santhanavijayan:
Ontology-Based Knowledge Description Model for Climate Change. 1124-1133 - Walid Ksiaâ, Fahmi Ben Rejab, Kaouther Nouira:
Tuning Hyperparameters on Unbalanced Medical Data Using Support Vector Machine and Online and Active SVM. 1134-1144 - Ahmed Samit Hatem, Muthanna J. Adulredhi, Ali M. Abdulrahman, Mohammed A. Fadhel:
Human Speaker Recognition Based Database Method. 1145-1154 - Leila Bayoudhi, Najla Sassi, Wassim Jaziri:
A Survey on Versioning Approaches and Tools. 1155-1164 - Helder Gomes Costa, Anabela Carvalho Alves:
A Non-compensatory Multicriteria Model for Sorting the Influence of PBL Over Professional Skills. 1165-1175 - Marcos A. Spalenza, Elias de Oliveira, Leopoldo Lusquino Filho, Priscila M. V. Lima, Felipe M. G. França:
Using NER + ML to Automatically Detect Fake News. 1176-1187 - Omran Al-Shamma, Mohammed A. Fadhel, Laith Alzubaidi, Laith Farhan, Muthana Al-Amidie:
Diagnosing Coronavirus (COVID-19) Using Various Deep Learning Models: A Comparative Study. 1188-1197 - Rafaela Lima Santos de Souza, Helder Gomes Costa:
K-Means and Multicriteria Decision Aid Applied to Sustainability Evaluation. 1198-1208 - Jihen Maâzoun, Mariem Mefteh, Nadia Bouassida, Mouna Belmabrouk:
A Bottom-Up Approach for Feature Model Extraction from Business Process Models. 1209-1218 - Najwa Benalaya, Mariem Haoues, Asma Sellami:
Diabetes Self-management Mobile Apps Improvement Based on Users' Reviews Classification. 1219-1229 - Sara Sekkate, Mohammed Khalil, Abdellah Adib:
A Statistical Based Modeling Approach for Deep Learning Based Speech Emotion Recognition. 1230-1237 - Elias de Oliveira, Marcos Spalenza, Juliana P. C. Pirovani:
rAVA: A Robot for Virtual Support of Learning. 1238-1247 - Jaimel de Oliveira Lima, Cristiano da Silveira Colombo, Flávio Izo, Elias Oliveira, Claudine Badue:
Finding Entities and Related Facts in Newspaper. 1248-1256 - António Correia, Daniel Schneider, Shoaib Jameel, Hugo Paredes, Benjamim Fonseca:
Empirical Investigation of the Factors Influencing Researchers' Adoption of Crowdsourcing and Machine Learning. 1257-1270 - Moulay Driss Mechaoui:
A Multi-agent Driven Model for Distributed Collaborative Editing. 1271-1280 - Abdullah Al Imran, Md Nur Amin:
Loan Charge-Off Prediction Including Model Explanation for Supporting Business Decisions. 1281-1291 - Natalija Dokic, Miroljub Tomic, Jasmina Stevic, Dunja Dokic, Ning Xiong:
Intelligent Traffic Signal Control Based on Reinforcement Learning. 1292-1301 - Alba Assis Campos, André Renato Sales Amaral:
An Iterated Local Search for the Multi-objective Dial-a-Ride Problem. 1302-1313 - Alfeu D. Martinho, Tales L. Fonseca, Leonardo Goliatt:
Automated Extreme Learning Machine to Forecast the Monthly Flows: A Case Study at Zambezi River. 1314-1324 - Nong Thi Hoa, Nguyen Van Tao:
A Novel Fast Algorithm for Mining Compact High Utility Itemsets. 1325-1335 - Omer Melih Gul:
Near-Optimal Data Communication Between Unmanned Aerial and Ground Vehicles. 1336-1347 - Pratiksha R. Reddy, H. R. Mamatha:
Isolated Kannada Character Recognition Using Transfer Learning. 1348-1359 - Ritu Aggarwal, Saurabh Pal:
Comparison of Machine Learning Algorithms and Ensemble Technique for Heart Disease Prediction. 1360-1370 - John Oche Onah, Shafii Muhammad Abdulhamid, Sanjay Misra, Mayank Mohan Sharma, Nadim Rana, Jonathan Oluranti:
Genetic Search Wrapper-Based Naïve Bayes Anomaly Detection Model for Fog Computing Environment. 1371-1382 - Haruna Atabo Christopher, Shafii Muhammad Abdulhamid, Sanjay Misra, Isaac Odun-Ayo, Mayank Mohan Sharma:
Antlion Optimization-Based Feature Selection Scheme for Cloud Intrusion Detection Using Naïve Bayes Algorithm. 1383-1393 - Emre Kocyigit, Mehmet Korkmaz, Ozgur Koray Sahingoz, Banu Diri:
Real-Time Content-Based Cyber Threat Detection with Machine Learning. 1394-1403 - Nesrine Ksentini, Siwar Zayani, Mohamed Tmar, Faïez Gargouri:
Hybrid Approach to Define Semantic Relationships. 1404-1413
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