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ICO 2022: Hua Hin, Thailand
- Pandian Vasant
, Gerhard-Wilhelm Weber
Intelligent Computing & Optimization - Proceedings of the 5th International Conference on Intelligent Computing and Optimization, ICO 2022, Hua Hin, Thailand, 27-28 October 2022. Lecture Notes in Networks and Systems 569, Springer 2023, ISBN 978-3-031-19957-8 [contents]
Metaheuristics and Artificial Intelligence Applications
- Tounsi Achraf
On Coupling a Content-Based Routing Process with a Multi-label Residual Convolutional Neural Network Text Classifier. 3-13 - Imen Mejri, Safa Bhar Layeb
Solving a Generalized Network Design Problem Using the Archimedes Optimization Algorithm. 14-23 - Anirban Banik, Tarun Kanti Bandyopadhyay, Sushant Kumar Biswal, Vladimir Panchenko
Comparative Performance Assessment of Multi Linear Regression and Artificial Neural Network for Prediction of Permeate Flux of Disc Shaped Membrane. 24-33 - Kwok Tai Chui, Miltiadis D. Lytras, Ryan Wen Liu, Mingbo Zhao, Miguel Torres Ruiz:
Early Fall Prediction Using Hybrid Recurrent Neural Network and Long Short-Term Memory. 34-41 - David Woller
Metaheuristic Solver for Problems with Permutative Representation. 42-54 - Kenichi Tamura:
Adaptive Metaheuristics for Evaluation-Number Constrained Optimization Problems. 55-64 - Md. Rajib Hossain
CovTexMiner: Covid Text Mining Using CNN with Domain-Specific GloVe Embedding. 65-74 - Faisal Mahamud
Bell Pepper Leaf Disease Classification Using Convolutional Neural Network. 75-86 - Md. Asadujjaman, Humyun Fuad Rahman, Ripon K. Chakrabortty, Michael J. Ryan:
Surrogate-assisted Genetic Algorithm for Multi-project Scheduling. 87-97 - Sumona Yeasmin, Nazia Afrin, Kashfia Saif, Omar Tawhid Imam, Ahmed Wasif Reza
Image Classification for Identifying Social Gathering Types. 98-110 - Mrinmoy Karmokar, Heerok Mutsuddy, Shahadat Hossain
An Implementation of Basic Ant-Colony Optimization Based Routing in Wireless Sensor Networks. 111-120 - Lidiia Vlasenko
Neural Network Model for Predicting the Resource Efficiency of the Defecosaturation Department of a Sugar Factory. 121-131 - Vipin Balyan
Influence of COVID and AI on Teaching and Learning. 132-141 - Leo Mrsic
Impact of Artificial Intelligence on DOOH Advertising: Message-Persuasion Level Enhancement Using Illusion Board and Personalized Insights. 142-151 - Israt Zarin, Onisha Akter, Kazi Sazzad Hosen, Ahsan Ul Islam, Shahadat Hossain
SWINC: Secured Wireless Intelligent Network Using Cryptography. 152-161 - Nguyen Tan Cam, Nguyen Van Nhinh, Tran Huyen Trang:
Fall Detection System Based on Pose Estimation in Videos. 162-172
IoTs, Green IT and Cloud Computing
- Syed Mohammad Minhaz Hossain
Detecting Spam SMS Using Self Attention Mechanism. 175-184 - Farhan Ahmed, Bijoy Basak, Simonta Chakraborty, Tumpa Karmokar, Ahmed Wasif Reza
Sustainable and Profitable IT Infrastructure of Bangladesh Using Green IT. 185-199 - Nguyen Tan Cam, Pham Nhat Duy
Inter-application Communications Using Covert Channels in Android Applications. 200-209 - Faisal Mahamud
Transfer Learning Based Method for Classification of Schizophrenia Using MobileNet. 210-220 - Hydee Arellano, Lyra Joy Formes, Gem Galicinao, Jo-Ann V. Magsumbol, Kimberly Mira, Shania Christine Molina, Giselle Peña:
Cloud Computing in the Philippines: Adoption, Inhibition, and Trends. 221-230 - Md. Arif Istiek Neloy
Tomato Leaf Disease Classification Using Transfer Learning Method. 231-241 - Sadia Afroze, Mohammed Moshiul Hoque
SnTiEmd: Sentiment Specific Embedding Model Generation and Evaluation for a Resource Constraint Language. 242-252 - Kazi Mojammel Hossen
Controlling Home Appliances Adopting Chatbot Using Machine Learning Approach. 253-264 - Maisha Maimuna, Syed Mohammad Minhaz Hossain
Masked Face Inpainting Using Generative Adversarial Network Based Architecture. 265-274 - Md. Muktadir Mukto, Md. Maiyaz Al Mahmud, Md. Ahsan Ahmed, Ikramul Haque, Ahmed Wasif Reza
A Sustainable Approach Between Satellite and Traditional Broadband Transmission Technologies Based on Green IT. 275-289 - Nguyen Tan Cam, Pham Nhat Duy
UIT-ADF: A System for Android Device Forensics. 290-299 - Gyoji A. Kato, Jay S. Yamongan, Joshua Miguel N. Manao, Rex Albert A. Arcega, Renz Leonard E. Espino, Ronnel D. S. Capili, Jo-Ann V. Magsumbol:
Emerging Technologies in the Philippines: Internet of Things (IoT). 300-308 - Naoshi Shiono
Planning Optimization of Cylinder Distribution via IoT. 309-319 - Vuong Thi Thanh Nhan, Tran Phuoc
A Study on Accounting Information System Security. 320-329 - Zinnia Sultana
An IoT Prototype for Monitoring Covid19 Patients Using Real Time Data from Wearable Sensor Through Android App. 330-340 - Khalid Ibn Zinnah Apu
Development and Evaluation of an IoT-Based Smart Medication Monitoring System. 341-350 - Kawshik Das, Sourav Saha, Shahriar Chowdhury, Ahmed Wasif Reza
A Sustainable E-waste Management System and Recycling Trade for Bangladesh in Green IT. 351-360 - M. M. Musharaf Hussain, Md. Mahfujur Rahman, Md. Shoreef Uddin, Mohammad Shamsul Arefin
IoT Based Smart Human Traffic Monitoring System Using Raspberry Pi. 361-372 - Meharaj-Ul-Mahmmud, Md. Saif Laskar, Mehrab Arafin, Md. Sajeeb Molla, Ahmed Wasif Reza
Improved Virtualization to Reduce e-Waste in Green Computing. 373-385
Machine Learning, Deep Learning, Virtual Machine Applications
- Arpita Chakraborty
Content Based Email Spam Classifier as a Web Application Using Naïve Bayes Classifier. 389-398 - Syed Mohammad Minhaz Hossain
Classifying Sentiments from Movie Reviews Using Deep Neural Networks. 399-409 - Vedank Pande, Anant Mokashi, Shantanu Patil, Akshaj Singh, Nagesh Jadhav:
Fitwave: A Posture Correction System Based on Machine Learning. 410-418 - Saiful Islam Rimon
Malware Detection and Classification Using Hybrid Machine Learning Algorithm. 419-428 - Oumaima Soltani, Safa Bhar Layeb
Evolutionary Reinforcement Learning for Solving a Transportation Problem. 429-438 - Nusrat Songita Khan, Fahad Molla, Rubayat Shusmita Khan, Enamul Haque Shamim, Shahadat Hossain
Exploration of Online Fake News Through Machine Learning and Sentiment Analyses. 439-448 - Seamus Lyons
Challenges in Corpus Construction for Thai-English Machine Translation. 449-458 - Joseph Aristotle de Leon, Jose Miguel F. Custodio, Ronnie S. Concepcion, Adrian Tolentino, Ryan Rhay Vicerra, Argel A. Bandala, Elmer P. Dadios:
Deep Learning Approach to 2D Capacitive Resistivity Imaging Inversion. 459-468 - Danijel Kucak
An Empirical Study of Long-Term Effects of Applying Gamification Principles to an Introductory Programming Courses on a University Level. 469-477 - Miftahul Jannat, Eftekhar Hossain, Mohammed Moshiul Hoque
Multi-class Short Text Classification Using Ensemble of Deep Learning Classifier. 478-488 - Tanjim Mahmud
Reason Based Machine Learning Approach to Detect Bangla Abusive Social Media Comments. 489-498 - Jia-Sheng Lee, Yoke-Leng Yong
A Comparison of Machine Learning Models for Currency Pair Forecasting. 499-506 - Susmita Kar, Fazlul Hasan Siddiqui, Nasim Akhtar:
An Improved CNN-Based Feature Extraction Algorithm for Identifying Pneumonia from Chest X-Ray Images. 507-517 - Dhan Maya Thapa, Subarna Shakya:
Academic Performance Prediction Based on Internal Assessment Using Educational Data Mining Techniques: Shifting the Paradigm. 518-528 - Farhan Ahmed, Bijoy Basak, Simonta Chakraborty, Tumpa Karmokar, Ahmed Wasif Reza
Developing a Classification CNN Model to Classify Different Types of Fish. 529-539 - Homaira Nowshin, Juel Sikder, Utpol Kanti Das:
A Deep Learning Approach for Detecting Bangladeshi Counterfeit Currency. 540-549 - Sultana Umme Habiba
Brain-DeepNet: A Deep Learning Based Classifier for Brain Tumor Detection and Classification. 550-560 - Dhrubajyoti Das
Trash Image Classification Using Transfer Learning Based Deep Neural Network. 561-571 - Faisal Ahmed
Comparative Performance of Tree Based Machine Learning Classifiers in Product Backorder Prediction. 572-584 - Pham Ri Nep, Nguyen Tan Cam:
A Research on Countering Virtual Machine Evasion Techniques of Malware in Dynamic Analysis. 585-596
Renewable Energy, Smart Agriculture and Environmental Sustainability
- Trung Thanh Dang
Applying the Process of Hierarchical Analysis to Assess Barriers to Agricultural Production Development in the Suburbs of Binh Duong Province, Vietnam. 599-610 - Natalia Semenova
Optimization of Salvia Officinalis L. Cultivation Using UV LEDs in Total Control Environment Agriculture. 611-620 - Youssef Kassem
Time Series Forecasting of Solar Power Generation for 5.4 kW Off-Grid PV System: A Case Study in Al Mahmra, Lebanon. 621-631 - Denis Ivushkin, Igor Yudaev
Modeling the Influence of Quasi-Monochrome Phytoirradiators on the Development of Woody Plants in Order to Optimize the Parameters of Small-Sized LED Irradiation Chamber. 632-641 - Alexey N. Vasilyev
Engineering of the Portable Grain Drying Plant Using a Microwave Field. 642-647 - Mobassir Ahsan, Mahfuza Yousuf, Md. Saifur Rahman, Farhana Islam Proma, Omar Tawhid Imam, Ahmed Wasif Reza
Developing a Tool to Classify Different Types of Fruits Using Deep Learning and VGG16. 648-659 - Alexander Smirnov
Phyto-Irradiation Automatic Control Modeling with Biological Feedback, Based on Fluorescence of Chlorophyll. 660-666 - Vladimir Petrukhin, Andrey Feklistov, Igor Yudaev
Modeling of the Device Operating Principle for Electrical Stimulation of Grafting Establishment of Woody Plants. 667-673 - Mary Grace Ann C. Bautista, Jonnel D. Alejandrino, Oliver John Y. Alajas, Christan Hail R. Mendigoria, Ronnie S. Concepcion, Elmer P. Dadios, Argel A. Bandala, Ryan Rhay Vicerra:
8-10-Gene Expression-Based Atom Search for Aquaponic Lettuce Evapotranspiration Optimization Based on Photosynthetic Light Properties. 674-685 - Kirill Tokarev, Nikita Lebed, Petr Prokofiev, Sergey Volobuev, Igor Yudaev
Monitoring and Intelligent Management of Agrophytocenosis Productivity Based on Deep Neural Network Algorithms. 686-694 - Md. Ashikur Rahman, Samir Asif, Md. Shahtab Hossain, Tawfiqul Alam, Ahmed Wasif Reza
A Sustainable Approach to Reduce Power Consumption and Harmful Effects of Cellular Base Stations. 695-707 - Sumona Yeasmin, Nazia Afrin, Kashfia Saif, Ahmed Wasif Reza
Towards Building a Sustainable System of Data Center Cooling and Power Management Utilizing Renewable Energy. 708-720 - B. Bazeer Ahamed
Detection and Recovery of Node Failure in Fog-Based WiLD Network for Smart Farming. 721-731 - Trung Thanh Dang
Evaluation of the Economic Efficacy of Models for Urban Agricultural Production in Binh Duong Province, Vietnam. 732-744 - Alexey Dolgalev
An Improved Method for Correcting the Readings of CCD Arrays for Spectroscopy in the Visible and Near Infrared Range and Its Application in Plant Agriculture. 745-755 - Anna Purtova
On Application of Solar Collectors in Dairy Farms. 756-762 - Anna Purtova
Contribution of Academician D.S. Strebkov's Scientific School to the Development of Renewable Energy Sources in the Agricultural Industry. 763-769 - Neyyala Raju, N. Murali Mohan, Vijay Kumar:
A Review of Extended Voltage Range DC-DC Converter Topologies. 770-780 - Igor Yudaev
Methodology and Modeling of the Application of Electrophysical Methods for Locust Pest Control. 781-788 - Plabon Banik, Md. Sabik Alam Rahat, Md. Abid Hasan Rafe, Ahmed Wasif Reza
Developing an Energy Cost Calculator for Solar. 789-799 - A. Anton Nekrasov
Integrated Method for Operational Diagnostics of Functional Status of Electric Motors in Agriculture. 800-808
Computing, Modeling and Optimization
- Keisuke Tokuhira, Morikazu Nakamura, Mitsunaga Kinjo, Katsuhiko Shimabukuro:
QUBO Model Formulation Based on Petri Net Behavioral Description for Combinatorial Optimization Problems. 811-821 - Mohammad Hasan, Pintu Chandra Shill:
A Comparative Analysis for Generating Common d-Neighborhood on Planted Motif Search Problem. 822-831 - Elias Munapo, Trust Tawanda
Solving the GAP by Cutting Its Relaxed Problem. 832-842 - Way-Siang Goh, Chian Wen Too, Meei-Hao Hoo, Kok-Chin Khor
Evaluation of Recommendation Models for Matchmaking. 843-852 - Eftekhar Hossain, Mohammed Moshiul Hoque
An Inter-modal Attention Framework for Multimodal Offense Detection. 853-862 - Zinnia Sultana
An Encoding and Decoding Technique to Compress Huffman Tree Size in an Efficient Manner. 863-873 - Mislav Balkovic
Multicriteria Model and Information System for Higher Education Teacher's Quality and Performance Management. 874-888 - Bach Huynh Son, Hee-Kooi Khoo, J. Joshua Thomas:
Spatial Features Enhancement on Facial Landmarks for Face Detection. 889-901 - Raungrong Suleesathira:
Simulated Annealing-MVDR Beamformer Based on Maximum Likelihood DOA Estimation. 902-913 - Farnaz Hooshmand:
A Hybrid DC Algorithm for an Optimization Problem with Semi-continuous Variables and Cardinality Constraint. 914-925 - Elias Munapo, Trust Tawanda
Maximum Flow by Network Reconstruction Method. 926-935 - Trust Tawanda
Modified TANYAKUMU Labelling Method to Solve Equality Generalized Travelling Salesman Problem. 936-947 - Tanuja Nath
A Transfer Learning Approach to Detect Face Mask in COVID-19 Pandemic. 948-957 - Jan Fern Historillo
Color and Image Analysis Approach in Determination of Soluble Copper in Water Using Tannic Reaction Analysis. 958-971 - Kanchana Daoden:
Hybrid Shuffled Frog Leaping Algorithm Using the Angle and Sigma Compared with 4 Benchmark Function. 972-980 - Peter Mitic:
Maximum Value-at-Risk. 981-990 - Debashis Dutta, Subhabrata Rath
Hybrid Particle Swarm Optimization for a Feature Selection Problem with Stability Analysis. 991-1004
Social, Economics, Management and Emerging Technology
- Joshua Ebere Chukwuere
Factors Influencing the Development of Digital Citizenship on Social Media Platforms: Narrative Review. 1007-1015 - Sinthia Sarkar Ananna, Nishat Sultana Supty, Iffat Jahan Shorna, Ahmed Wasif Reza
A Policy Framework for Improving E-Waste Management in Bangladesh. 1016-1026 - Deepesh Ranabhat
Impact of Financial Inclusion on Social and Economic Well-Being of Households: A Case of Kaski District, Nepal. 1027-1037 - Maimuna Akter Liza, Alfe Suny, Ryan Mohammad Bin Shahjahan, Ahmed Wasif Reza
Minimizing E-Waste Through Improved Virtualization. 1038-1048 - Iftakher Hasan Mohammad Tarek, Fahad Uddin Munna, A. T. M. Tanbin Hossain Mojumder, Mohammed Mahmudur Rahman
A Hybrid Hotel Recommendation Using Collaborative, Content Based and Knowledge Based Approach. 1049-1057 - Safa Bhar Layeb
Reinforcement Learning Based Graphical User Interface to Solve the Permutation Flow Shop Problem. 1058-1068 - Aditya Singh
The Significance of Digitalization of the Construction Sector. 1069-1077 - Nhu Q. Tran, Loc T. P. Nguyen, Tri M. Do, Quan M. Hoang:
Load-Pull Methodology to Characterize GaN High-Electron-Mobility Transistors (HEMTs). 1078-1085 - Shrijan Gyanwali
Assessment of 4D SME Entrepreneurial Marketing Model: The Perspective of Nepalese MSMEs. 1086-1097 - Shahadat Hossain
Training Tracker: A Training Management System. 1098-1107 - Mobassir Ahsan, Mahfuza Yousuf, Md. Saifur Rahman, Farhana Islam Proma, Ahmed Wasif Reza
Designing a Sustainable E-Waste Management Framework for Bangladesh. 1108-1122 - Wenan Tan, Deepanjal Shrestha, Deepmala Shrestha, Neesha Rajkarnikar, Seung Ryul Jeong:
The Role of Emerging Technologies in Digital Tourism Business Ecosystem Model for Nepal. 1123-1137 - Shapla Akter, Md. Jamil Hossain, Shahadat Hossain
Is RDBMS or NoSQL Better Suited for MIS?: A Comparative Analysis. 1138-1147 - Nguyen Tan Cam, To Ung Vu, Nghi Hoang Khoa, Van-Hau Pham:
uitXkernel: Android Kernel Forensic for Security Analysis Purposes. 1148-1158 - Zinnia Sultana
Lossy Compression Effect on Color and Texture Based Image Retrieval Performance. 1159-1167 - Md. Abrar Hamim, Jeba Tahseen, Kazi Md. Istiyak Hossain, Md. Sanzidul Islam:
Bangla Song Suggestion Using Face Detection. 1168-1175 - Louise de Koker, Gabriel Tati, Martin Chanza, Elias Munapo:
Re-assessing the Role of the Statistician in the Era of Big Data: A Business Perspective. 1176-1191 - Lesedi Ratshefola-Lerefolo
Analysis and Forecasting of Final Household Expenditure in South Africa Using Box-Jenkins - ARIMA Model. 1192-1196
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