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Human-assisted computation also called humanized or human-based computing harnesses human intelligence to solve computational problems that are beyond the scope of existing Artificial Intelligence algorithms by outsourcing certain steps to humans. This approach exploits differences in abilities between humans and computer agents creating a symbiotic human-computer interaction and can be helpful in solving many AI-complete problems. This edited book focuses on well-known and new methodologies of optimization techniques in human-assisted computing that are used to resolve some of the very complicated and hard problems we face today. Excitingly techniques originally developed for solutions in engineering, science and technology are being applied to areas of economics, finance and, especially the social sciences. The book reviews present and developing deep model-based methods of mathematics and the less model-based, also so-called smart or intelligent algorithms, with their roots in engineering, computer science or informatics and how combing the strengths of humans and computers can create powerful solutions. Bridging several scientific disciplines, this book will be essential reading for scientists, engineers and applied mathematicians alike.
Key Features
- Reviews the present state of play and future challenges in human-assisted computing
- Interdisciplinary coverage
- Focus on applications
- Includes case studies and real-life implemented solutions
"The book's editors are well-known researchers in the field with a very good reputation."-Rustem Popa, “Dunarea de Jos” University, Romania.
1 Machine Learning Algorithms to Improve Crop Evapotranspiration Estimation Covering a Broad Range of Environmental Gradients in Agriculture 4.0-A Review
2 Iris-Based Biometric Cryptosystem
3 Bio-Inspired Approaches for Combined Economic Emission Dispatch problem
4 Eigenvalue Clustering for Spectrum Sensing: Throughput and Energy Evaluation For CR-IoT network
5 Modelling The Evolution of Complex Networks Arising in Applications
6 Computing the Intelligent Privacy-Engineered Organization: A Metamodel of Effective Information Transparency Enhancing Tools/Technologies
7 A Model of Cells' Regeneration Towards Smart Healthcare
8 Anomaly Detection in Location-Based Services
9 Optimized Packing Soft Ellipses
10 An Analysis of Phishing Attacks
11 HAIC and Ecological Modeling (Drought Early Warning System)
12 Attention Mechanisms in Machine Vision: A Survey of The State of The Art
13 Sparse 2d Packing in Thermal Deburring with Shock Waves Acting Effects
14 Implementation of Smart Manufacturing in SME
15 Performance Analysis of Fractal Image Compression methods for Medical Images - A Review
16 Mobile Edge Computing for Efficient Energy Management System
17 Modeling 3D Nanocomposites with Multi-Spherical Inclusions by Optimized Packing
18 Sentiment Analysis for Web Series using Deep Learning Techniques in the Times of Covid-19
19 Generalized Receiver: Signal Processing in DS-CDMA Wireless Communication Systems Over Fading Channels
20 Critical Success Factors for successfully Implementation of Smart Manufacturing in the Context of Industry 4.0
21 An Efficient Heart Disease Diagnosis Prediction Model Using Decision Tree Classifier: Streamlit
22 Mathematical And Informational Support of Decision-Making in The Field of Risk Management of Cross-Border High-Tech Projects (On The Example Of Russian-Chinese Cooperation)
23 Artificial Intelligence (AI) In the Era of Precision Medicine
24 Optimal Choice for Convenience Store Chain in Vietnam
25 Study Of Groundwater Using Hydrodynamic Models
26 Long-Term Fatigue Assessment of Offshore Monopile Structure Under Corrosive Environmental Condition
27 Estimation Of Crop Water Use in Agricultural Systems
28 IOT Based HealthCare Monitoring System for Smart City Applications
29 Smart Healthcare - The New Digital Revolution in Medical Management
30 Adequate Implementation of Simulation Tools for Enhancement Performance on Existing Network Infrastructure Devices (OPNET).
31 Artificial Intelligence Based Garbage Monitoring System for Garbage Management Using Integrated Sensors
32 Use of Internet of Things Technology in Medical Field During the Pandemic Era
33 decision making in irrigation management by adopting random forest technique in horticulture crops
34 Healthcare Information Systems and Study of Machine Learning Technology for Cancer Detection
35 Performance Comparison of Data Security Algorithms