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20th HIS 2020: Virtual Event, India
- Ajith Abraham, Thomas Hanne, Oscar Castillo, Niketa Gandhi, Tatiane Nogueira Rios, Tzung-Pei Hong:
Hybrid Intelligent Systems - 20th International Conference on Hybrid Intelligent Systems (HIS 2020), Virtual Event, India, December 14-16, 2020. Advances in Intelligent Systems and Computing 1375, Springer 2021, ISBN 978-3-030-73049-9 - Zekun Li
, Baolong Guo, Xia Ren, N. N. Liao:
Vertical Interior Distance Ratio to Minimum Bounding Rectangle of a Shape. 1-10 - Mariem Kadri, Salwa Said
, Ridha Ejbali:
Auto-Encoder Based Wavelet and Extreme Learning Machine for Face Recognition. 11-21 - Houda Lazrag, Ramzi Ben Ali, Ridha Ejbali:
Sparse Wavelet Auto-encoder for Covid-19 Cases Identification. 22-29 - Ghydaa Kadhum, Samaher Al-Janabi
:
Design Guide Prediction Model for the Legal Interactions (GPM-LI). 30-40 - Mouna Zitouni
, Mourad Zribi
, Afif Masmoudi
:
Unsupervised Image Segmentation Using THMRF Model. 41-48 - Sajid Ahmed Mohamed, Kinslin Devaraj:
Maximizing an Organization's Operating Enactment in the Areas of Planning and Management. 49-61 - Jagjeevan Singh Shergill, Chandresh Pravin
, Varun Ojha
:
Accent and Gender Recognition from English Language Speech and Audio Using Signal Processing and Deep Learning. 62-72 - Lukas Weber, Rolf Dornberger
, Thomas Hanne
:
Improved Path Planning with Memory Efficient A* Algorithm and Optimization of Narrow Passages. 73-84 - Marco Julio Del Moral-Argumedo, Alberto Ochoa-Zezzatti, Alberto Alfonso Aguilar-Lasserre
:
Intelligent Mobile Application to Determine the Existence of Medicines Associated with COVID-19 in a Social Network of Medical Dispensaries in a Smart City. 85-92 - Hichem Dabbèchi
, Nahla Zaaboub Haddar
, Haytham Elghazel
, Kais Haddar
:
NoSQL Data Lake: A Big Data Source from Social Media. 93-102 - Md. Rajib Hossain
, Mohammed Moshiul Hoque
, Iqbal H. Sarker
:
Text Classification Using Convolution Neural Networks with FastText Embedding. 103-113 - Nesrine Chaibi, Asma ElAdel, Mourad Zaied:
Deep Convolutional Neural Network Based on Wavelet Transform for Super Image Resolution. 114-123 - Davide Carneiro
, Miguel Guimarães
, Miguel Sousa
:
Optimizing Instance Selection Strategies in Interactive Machine Learning: An Application to Fraud Detection. 124-133 - Ha Duyen Trung
, Nguyen Xuan Dung, Nguyen Huu Trung:
Building IoT Analytics and Machine Learning with Open Source Software for Prediction of Environmental Data. 134-143 - Deepak Deshmukh, Dilip Kumar Pratihar, Alok Kanti Deb, Hena Ray, Alokesh Ghosh:
ANFIS-Based Inverse Kinematics and Forward Dynamics of 3 DOF Serial Manipulator. 144-156 - Deepak Deshmukh, Dilip Kumar Pratihar, Alok Kanti Deb, Hena Ray, Nabarun Bhattacharyya
:
Design and Development of Intelligent Pesticide Spraying System for Agricultural Robot. 157-170 - Mouna Karaja
, Meriem Ennigrou, Lamjed Ben Said:
Solving Dynamic Bag-of-Tasks Scheduling Problem in Heterogeneous Multi-cloud Environment Using Hybrid Bi-Level Optimization Model. 171-180 - Amna Fekih
, Sonia Gaied Fantar, Habib Youssef:
Caching Mechanisms Evolution in CCN Architectures. 181-192 - Eftekhar Hossain, Omar Sharif
, Mohammed Moshiul Hoque
, Iqbal H. Sarker
:
SentiLSTM: A Deep Learning Approach for Sentiment Analysis of Restaurant Reviews. 193-203 - Wissal Attaoui
, Essaid Sabir
, El Mehdi Amhoud
:
Characterizing Antennas' Radiation Pattern Using Bernoulli Lemniscates. 204-213 - Samuel-Soma M. Ajibade
, Nor Bahiah Binti Ahmad, Anazida Zainal:
Analysis of Metaheuristics Feature Selection Algorithm for Classification. 214-222 - Dejan Trifunovic, Janic Mathias Istanto, Thomas Hanne
, Rolf Dornberger
:
Hybrid Genetic Algorithms to Solve the Traveling Salesman Problem. 223-233 - Karim Baati:
Hybridization of Adaboost with Random Forest for Real-Time Prediction of Online Shoppers' Purchasing Intention. 234-241 - Anurag Priyadarshi, Pramod Kumar Singh:
Change Detection in Satellite Imagery: A Multi-label Approach Using Convolutional Neural Network. 242-252 - Bruno E. Silva, Ramiro S. Barbosa
:
Inverse Neural Control of a Magnetic Levitation System: Experimental Results. 253-262 - K. Reddy Madhavi
, G. Madhavi, C. V. Krishnaveni, Padmavathi Kora:
COVID-19 Detection Using Deep Learning. 263-269 - Rony Chowdhury Ripan, Iqbal H. Sarker
, Md Musfique Anwar
, Md. Hasan Furhad, Fazle Rahat, Mohammed Moshiul Hoque
, Muhammad Sarfraz:
An Isolation Forest Learning Based Outlier Detection Approach for Effectively Classifying Cyber Anomalies. 270-279 - Rony Chowdhury Ripan, Iqbal H. Sarker
, Md. Hasan Furhad, Md Musfique Anwar
, Mohammed Moshiul Hoque
:
An Effective Heart Disease Prediction Model Based on Machine Learning Techniques. 280-288 - Lucio Amézquita
, Oscar Castillo
, José Soria
, Prometeo Cortés-Antonio
:
Optimal Design of Fuzzy Controllers Using the Multiverse Optimizer. 289-298 - Sohaib Dastgoshade
, Ajith Abraham:
A New Bi-objective Classic Transportation Model Considering Social Justice. 299-308 - Ajay Kharat, Ashish Patel, Dhruv Bhatt, Nand Parikh, Hemant Rathore:
Emotion Recognition Using Multimodalities. 309-319 - Julio C. Mónica
, Patricia Melin
, Daniela Sánchez
:
Optimal Design of a Fuzzy System with a Real-Coded Genetic Algorithm for Diabetes Classification. 320-329 - Leticia de Fátima Corrêa Costa, Omar Andrés Carmona Cortes
, João Pedro Augusto Costa:
An Enhanced Auto Adaptive Vector Evaluated-Based Metaheuristic for Solving the Environmental-Economic Dispatch Problem. 330-339 - Shilpi Srivastava:
HILNER: A Hindi Language Named Entity Recognition System Based on Hybrid Approach. 340-348 - Marylu L. Lagunes
, Oscar Castillo
, Fevrier Valdez
, Jose Soria
:
Stochastic Fractal Dynamic Search for the Optimization of CEC'2017 Benchmark Functions. 349-357 - Rashmi Arora, Jayant Dhingra, Abhinav Sharma:
Face Mask Detection Using Deep Learning. 358-364 - Nhidi Wiem, Chokri Mohamed Ali, Ridha Ejbali:
Wavelet Feature with CNN for Identifying Parasitic Egg from a Slender-Billed's Nest. 365-374 - Emanuel Lopes
, Eliana Costa e Silva
:
Evaluation of an Open Source Solver to Assist on the Non-urgent Patients Transport Problem. 375-384 - Preeti Arora
, Abhishek Bindra, Abhishek Chand, Aman Dhilod, Aniket Sharma:
Improving Collaborative Filtering Using JMSD on Implicit Feedback. 385-393 - Wafa Wali, Bilel Gargouri
:
Sentence Similarity Computation Based on Deep Learning. 394-402 - Gerard Deepak, A. Santhana Vijayan:
AnnotSemRec: An RDF Based Semantic Framework for Personalized Web Image Search. 403-411 - Uwaise Ibna Islam, Iqbal H. Sarker
, Enamul Haque, Mohammed Moshiul Hoque
:
Predicting Individual Substance Abuse Vulnerability Using Machine Learning Techniques. 412-421 - Md. Zubair, Md. Asif Iqbal, Avijeet Shil, Enamul Haque, Mohammed Moshiul Hoque
, Iqbal H. Sarker
:
An Efficient K-Means Clustering Algorithm for Analysing COVID-19. 422-432 - Dipayan Deb, Ratti Sai Pavan, Azad Nautiyal, Ameya Phadnis, Hemant Rathore:
Detection of Fake News Based on Domain Analysis and Social Network Psychology. 433-443 - Mahmoud Ershadi
, Marcus Jefferies
, Peter R. Davis
, Mohammad Mojtahedi
:
The Design Requirements of a Decision Support System for Waste Control. 444-453 - Rahma Ferjani
, Lilia Rejeb
, Lamjed Ben Said
:
Belief eXtended Classifier System: A New Approach for Dealing with Uncertainty in Sleep Stages Classification. 454-463 - Fatma Marzougui, Mohamed Elleuch
, Monji Kherallah
:
Evaluation of Data Augmentation for Detection Plant Disease. 464-472 - Dhairya Parikh, Dilpreet Kaur, Kajal Parikh, Prakhar Yadav, Hemant Rathore:
Movie Recommendation System Addressing Changes in User Preferences with Time. 473-483 - Rimeh Jarray, Ahmed Snoun, Tahani Bouchrika, Olfa Jemai
:
Deep Human Action Recognition System for Assistance of Alzheimer's Patients. 484-493 - Kefas Yunana, Abraham Ayegba Alfa
, Sanjay Misra, Robertas Damasevicius, Rytis Maskeliunas
, Oluranti Jonathan:
Internet of Things: Applications, Adoptions and Components - A Conceptual Overview. 494-504 - Nnaemeka E. Udenwagu, Ambrose A. Azeta, Sanjay Misra, Vivian O. Nwaocha, Daniel L. Enosegbe, Mayank Mohan Sharma:
ExplainEx: An Explainable Artificial Intelligence Framework for Interpreting Predictive Models. 505-515 - Lydia Kehinde Ajayi, Ambrose A. Azeta, Sanjay Misra, Isaac Odun-Ayo, Peter Taiwo Ajayi, Victor I. Azeta, Akshat Agrawal
:
Enhancing the Low Adoption Rate of M-commerce in Nigeria Through Yorùbá Voice Technology. 516-524 - Joseph Bamidele Awotunde
, Roseline Oluwaseun Ogundokun
, Sanjay Misra, Emmanuel Abidemi Adeniyi, Mayank Mohan Sharma:
Blockchain-Based Framework for Secure Transaction in Mobile Banking Platform. 525-534 - Houda Amari
, Wassef Louati, Lyes Khoukhi, Lamia Hadrich Belguith
:
TCP Incast Solutions in Data Center Networks: Survey. 535-545 - Shabnam Kumari
, V. Vani
, Shaveta Malik
, Amit Kumar Tyagi
, Sravanti Reddy:
Analysis of Text Mining Tools in Disease Prediction. 546-564 - Varsha R, Siddharth M. Nair, Amit Kumar Tyagi
, S. U. Aswathy, R. RadhaKrishnan:
The Future with Advanced Analytics: A Sequential Analysis of the Disruptive Technology's Scope. 565-579 - Md. Habibur Rahman, Tabia Tanzin Prama, Md Musfique Anwar
:
Modeling Topic Specific Credibility in Twitter Based on Structural and Attribute Properties. 580-589 - Zahraa Al-Barmani, Samaher Al-Janabi
:
Intelligent Data Mining Techniques to Verification of Water Quality Index. 590-605 - Ryotaro Kamimura:
Cost-Conscious Internal Information Maximization for Disentangling and Interpreting Multi-layered Neural Networks. 606-616 - Riley Wall, Parimala Thulasiraman:
An Island Model Genetic Algorithm Approach to Tuning AI Bots. 617-626 - Philipp Kempter, Martin Peter Schmitz
, Thomas Hanne
, Rolf Dornberger
:
Parameter Selection for Ant Colony Optimization for Solving the Travelling Salesman Problem Based on the Problem Size. 627-637 - Vaishali Nirgude, Sheetal Rathi
:
An Extensive Survey on Deep Learning Approach for Crop Diseases Management. 638-648 - Yann Fabricio Cardoso de Figueiredo, Lídio Mauro Lima de Campos:
Wind Power Multi-step Predictions in Northeastern Brazilian Regions Using Artificial Neural Networks. 649-658 - Douglas Macedo Sgrott, Fabricio Moreira Cerqueira, Fabiano J. F. Miranda, José Francisco S. Filho, Rafael S. Parpinelli:
Modelling IF Steels Using Artificial Neural Networks and Automated Machine Learning. 659-668 - Nilcimar Neitzel Will, Rafael Stubs Parpinelli:
Comparing Best and Quota Fragment Picker Protocols Applied to Protein Structure Prediction. 669-678 - Jeniffer Molina
, Luis Fernando Valdez
, Juan Manuel Gutiérrez
:
Portable Olfactometric Platform for Scent Tea Classification. 679-689 - Naila Aziza Houacine
, Habiba Drias:
Self-parameterized Swarm Intelligence Algorithms for Targets' Detection in Complex and Unknown Environments. 690-699 - Lydia Sonia Bendimerad, Habiba Drias:
An Artificial Orca Algorithm for Continuous Problems. 700-709 - Shio Kawakami, Tomoaki Takagi
, Keiki Takadama, Hiroyuki Sato:
Distance Minimization Problems for Multi-factorial Evolutionary Optimization Benchmarking. 710-719 - Kien Hoang Truong, Duc Nguyen Minh
, Luong Duong Trong:
Automatic White Blood Cell Classification Using the Combination of Convolution Neural Network and Support Vector Machine. 720-728 - Ilyes Khennak, Habiba Drias, Yassine Drias:
Particle Swarm Optimization for Query Items Re-rating. 729-739 - Ibrahim Mohammed Abdullahi, Muhammed Bashir Mu'azu, Mikail Olayemi Olaniyi, James Agajo:
Pastoralist Optimization Algorithm (POA): A Culture-Inspired Metaheuristic for Uncapacitated Facility Location Problem (UFLP). 740-749 - Saurav Gandhi
, Ayush Goyal
:
Enhancing Assistive Technology with Biomimicry and Social Robots. 750-758 - Omar El Farouk Bourahla, Abderrahmane Mahdi Debbah, Lyes Abada, Saliha Aouat:
Shape From Shading: A Non-iterative Method Using Neural Networks. 759-768 - Anthonia O. Adediran, Hishamuddin Mohd Ali:
A Hierarchical Hidden Variable Model of Effective Housing Finance in Nigeria Through SEM Smart-PLS. 769-779 - Gurwinder Singh
, Amarinder Singh
, Bikramjit Singh
:
Incorporation of Additional Modules Within Particle Swarm Optimization for Feasibility Conditions of Multi-index Transportation Problem. 780-792 - Tevar Durgadevi Murugan, Mahendra G. Kanojia:
Breast Cancer Detection Using Texture Features and KNN Algorithm. 793-802 - Oseni Taiwo Amoo
, Motebang Dominic Vincent Nakin
, Abdultaofeek Abayomi
, Uduak Umoh
, Murimo Bethel Mutanga
, Solomon Olakunle Bilewu
:
Assessing Impacts of Low Flow on Kainji Hydro-Power Generation. 803-813
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