| Description |
1 online resource (xxx, 366 pages) : illustrations. |
| Series |
Quantum machine intelligence
|
| Bibliography |
Includes bibliographical references and index. |
| Contents |
Creating ratings of agricultural universities based on their digital footprint / Victor Medennikov, Ludmila Muratova, Sergey Salnikov, Alexander Zatsarinny -- Mechatronic complex's fuzzy system for fixating moving objects / Maxim Bobyr, Cristian Nolivos, Natalia Milostnaya, Sergey Gorbachev, Alexander E. Arkhipov -- Quad sensor-based soil-moisture prediction using machine learning / Anirbit Sengupta, Sayantani Ghosh, Anwesha Mukherjee, Abhijit Das, Debashis De -- Stability analysis for a diffusive ratio-dependent predator-prey model involving two delays / Yanxia Zhang, Long Li -- Analysis and prediction of physical fitness test data of college students based on grey model / Rui Jiang, Chengxiang Shi -- Analysis and research on book borrowing tendency based on apriori algorithm / Yan Ma, Chengxiang Shi, Rui Jiang, Xiaoqing Li, Fangfang Chen -- Performance evaluation of cargo inspection systems with the function of materials recognition / Sergey Osipov, Andrey Batranin, Sergei Chakhlov, Sergey Gorbachev -- Automated medical report generation on chest x-ray images using co-attention mechanism / Rahul Sai R.S., Sharmila Banu K., B.K. Tripathy -- An energy efficient secured arduino based home automation using android interface / Arghya Dasgupta, Souvik Roy, Sunetra Mukherjee, Shuvam Kabiraj, Pulakesh Roy, Arindam Biswas, Rajib Banerjee -- A multithreaded android app to notify available ̀CoWIN' vaccination slots to multiple recipients / Sudipta Saha, Saikat Basu, Koushik Majumder, Debashish Chakravarty -- Binary MMBAIS for feature selection problem / Hema Banati, Asha Yadav -- Audio to Indian sign language interpreter (AISLI) using machine translation and NLP techniques / Nivedita, B.K. Tripathy -- Fragile medical image watermarking using auto-generated adaptive key based encryption / Subhrajit Sinha Roy, Abhishek Basu, Avik Chattopadhyay -- Designing of a solution model for global warming and climate change using machine learning and data engineering techniques / Soumit Roy, Rik Das, Rupal Bhargava, Ayush Gupta, Sourav De -- Human age estimation using sit-to-stand exercise data-driven decision making by neural network / Susmita Das, Dalia Nandi, Biswarup Neogi, Debashis De -- Feature based suicide ideation detection from twitter data using machine learning techniques / Dhrubasish Sarkar, Poulomi Samanta, Piyush Kumar, Moumita Chatterjee -- Analyzing the role of Indian Media during the second wave of COVID using topic modeling / Anchal N G, Akshay Sriram, Jitin Jain Mathew, Lakshmi Shankar Iyer, Tripti Mahara -- Hardware efficient FIR filter design using fast converging flower pollination algorithm -- a case Study of denoising PCG signal / Poulami Das, Avishek Ray -- Voice recognition system using deep learning / Sudershan Sridhar, Sharmila Banu K., B.K. Tripathy -- Modified harris hawk optimization algorithm for multi-level image thresholding / Soumyaratna Debnath, Sourav De, Sandip Dey -- An automatic probabilistic framework for detection and segmentation of tumor in brain MRI images / K. Bhima, A. Jagan, K. Dasaradh Ramaiah -- Comparative study of generative adversarial networks for sensor data generation based remaining useful life classification / Anindya Chatterjee, Indrajit Kar, Rik Das, Sudipta Mukhopadhyay, Jaiyesh Chahar -- Towards a framework for implementation of quantum-inspired evolutionary algorithm on noisy intermediate scale quantum devices (IBMQ) for solving knapsack problems / Ravi Saini, Ashish Mani, M.S. Prasad, Siddhartha Bhattacharyya. |
| Summary |
"Hybrid Computational Intelligent Systems-Modeling, Simulation and Optimization unearths the latest advances in evolving hybrid intelligent modeling and simulation of human-centric data-intensive applications optimized for real-time use thereby enabling researchers to come up with novel breakthroughs in this ever-growing field. Salient features include the fundamentals of modeling and simulation with recourse to knowledge-based simulation, interaction paradigms, human factors, along with the enhancement of the existing state-of-art in a high-performance computing setup. In addition, the book presents optimization strategies to evolve robust and failsafe intelligent system modeling and simulation. The volume also highlights novel applications to different engineering problems including signal and data processing, speech, image, sensor data processing, innovative intelligent systems and swarm intelligent manufacturing systems. Features: A self-contained approach to integrating the principles of hybrid computational intelligence with system modeling and simulation. Well versed foundation of computational intelligence and its application to real life engineering problems. Elucidates essential background, concepts, definitions, and theories thereby putting forward a complete treatment on the subject. Effective modeling of hybrid intelligent systems forms the backbone of almost every operative system in real-life. Proper simulation of real-time hybrid intelligent systems is a prerequisite for deriving any real-life system solution. Optimized system modeling and simulation enable real-time and failsafe operations of the existing hybrid intelligent system solutions. Information presented in an accessible way for researchers, engineers, developers, and practitioners from academia and industry working in all major areas and interdisciplinary areas of hybrid computational intelligence and communication systems to evolve human-centered modeling and simulations of real-time data-intensive intelligent systems"-- Provided by publisher. |
| Subject |
Computational intelligence.
|
|
Hybrid systems.
|
|
Computer simulation.
|
|
Intelligence informatique. |
|
Systèmes dynamiques hybrides. |
|
Simulation par ordinateur. |
|
simulation. |
|
Computational intelligence |
|
Computer simulation |
|
Hybrid systems |
| Added Author |
Bhattacharyya, Siddhartha, 1975- editor.
|
| Other Form: |
Print version: Hybrid computational intelligent systems First edition. Boca Raton : CRC Press, 2023 9781032393025 (DLC) 2022049085 |
| ISBN |
9781003381167 electronic book |
|
1003381162 electronic book |
|
9781000862058 electronic book |
|
1000862054 electronic book |
|
9781000862027 electronic book |
|
100086202X electronic book |
|
hardcover |
|
hardcover |
|
paperback |
| Standard No. |
10.1201/9781003381167 doi |
|
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