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Emerging Trends in Expert Applications and Security de Vijay Singh Rathore

Emerging Trends in Expert Applications and Security: Lecture Notes in Networks and Systems, cartea 682

Editat de Vijay Singh Rathore, Vincenzo Piuri, Rosalina Babo, Marta Campos Ferreira
en Limba Engleză Paperback – 30 iun 2023

Abordarea practică a volumului Emerging Trends in Expert Applications and Security derivă din natura sa de compendiu al conferinței ICE-TEAS 2023, unde teoria algoritmilor criptografici întâlnește implementările riguroase în sisteme cloud și rețele complexe. Notăm cu interes modul în care editorii, sub coordonarea lui Vijay Singh Rathore, au structurat materialul pentru a trece de la fundamentele securității la aplicații de nișă în inteligența artificială și bioinformatică. Cititorul care a aplicat deja ideile din Advanced Computing and Systems for Security: Volume 14 va găsi aici o continuare necesară, axată pe noile provocări ale securității în era deep learning. Putem afirma că lucrarea se distinge prin diversitatea studiilor de caz: de la optimizarea fluxului de lucru NLP folosind containere, până la utilizarea rețelelor neuronale pentru clasificarea imaginilor bacteriene sau analiza semnalelor EEG. Structura cărții urmărește o progresie logică, debutând cu aplicații de deep learning în medicină și tehnologie, continuând cu soluții de conversie energetică și procesare lingvistică, culminând cu indicatori de mediu și securitate web. În contextul operei editorilor, această apariție completează direcțiile explorate în Intelligent Strategies for ICT, menținând rigoarea academică specifică seriei Lecture Notes in Networks and Systems. Credem că valoarea tehnică rezidă în prezentarea unor arhitecturi software concrete, precum sistemele AUTODUBS pentru dublarea video sau cadrele de lucru pentru clasificarea speciilor de nematode, oferind inginerilor date experimentale validate și modele matematice gata de a fi testate în medii de producție.

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Specificații

ISBN-13: 9789819919451
ISBN-10: 9819919452
Pagini: 540
Ilustrații: XX, 520 p. 295 illus., 204 illus. in color.
Dimensiuni: 155 x 235 x 28 mm
Greutate: 0.91 kg
Ediția:1st edition 2023
Editura: Springer
Colecția Lecture Notes in Networks and Systems
Seria Lecture Notes in Networks and Systems

Locul publicării:Singapore, Singapore

De ce să citești această carte

Pentru specialiștii în securitate cibernetică și cercetătorii în IA, acest volum oferă acces direct la inovațiile prezentate la ICE-TEAS 2023. Cititorul câștigă o perspectivă tehnică asupra implementării algoritmilor de deep learning în domenii diverse, de la criminalistică la bio-informatică. Este o resursă esențială pentru cei care doresc să înțeleagă cum pot fi securizate sistemele complexe de calcul în fața noilor amenințări digitale.

Despre autor

Vijay Singh Rathore este un reputat academician și cercetător, cu o activitate intensă în organizarea conferințelor internaționale de profil din India. Expertiza sa se concentrează pe intersecția dintre tehnologiile informației, strategiile competitive și securitatea sistemelor. Alături de co-editori precum Vincenzo Piuri și Rosalina Babo, Rathore a coordonat numeroase volume în serii prestigioase precum Springer, contribuind la diseminarea cercetării în domenii precum sistemele inteligente și ICT. Munca sa editorială reflectă un interes constant pentru soluții practice aplicabile în inginerie și securitate digitală.

Descriere scurtă

The book covers current developments in the field of computer system security using cryptographic algorithms and other security schemes for system as well as cloud. The proceedings compile the selected research papers presented at ICE-TEAS 2023 Conference held at Jaipur Engineering College and Research Centre, Jaipur, India, during February 17–19, 2023. The book focuses on expert applications and artificial intelligence; information and application security; advanced computing; multimedia applications in forensics, security, and intelligence; and advances in web technologies: implementation and security issues.

Cuprins

Chapter 1. Deep learning based approach in automatic microscopic bacterial image classification.- Chapter 2. Deep learning based Recognition and Classification of Different Network.- Chapter 3. Lipid Concentration Effects on Blood Flow through Stenosed Tube.- Chapter 4. Single-Phase Bidirectional AC_DC Converters for Fast DC-Bus Voltage Controller.- Chapter 5. Padam Persona - Personalizing Text to Image using Artificial Intelligence.- Chapter 6. AUTODUBS_ Translating And Dubbing Videos.- Chapter 7. Deep neural based learning of EEG features using spatial, temporal and spectral dimensions across different cognitive workload of human brain_ dimensions, methodologies, research challenges and future scope.- Chapter 8. A Framework for Classification of Nematodes species using Deep learning.- Chapter 9. CAD Model for Biomedical Image Processing for Digital  Assistance.- Chapter 10. Natural Language Processing Workload Optimization using Container based Deployment.- Chapter 11. NDVI Indicator based Land use _Land Cover Change analysis us-ing Machine Learning and Geospatial Techniques at Rupnarayan River basin, West Bengal, India.- Chapter 12. Prediction of Anemia using Naïve – Bayes Classification Algorithm in Machine Learning.- Chapter 13. An Methodology for the Energy Aware Clustering and Aggregate Node Rotation with Sink Relocation in MANET.- Chapter 14. Differential Evolution Algorithm  Based Optimization of  Networked Micro grids.- Chapter 15. OBD II-based performance analysis based on fuel usage of vehicles. etc.

Notă biografică

Prof. (Dr.) Vijay Singh Rathore, Ph.D. (Computer Science), MCA, M.Tech. (CS), MBA, ICAD-USA, ICDA-USA, Diplomas in French and German, Professor-CSE and Director—OutReach, Jaipur Engineering College and Research Centre, Jaipur. Presently working as Professor-CSE and Director—OutReach, Jaipur Engineering College and Research Centre, Jaipur (India), and Membership Chair, ACM Jaipur Chapter, and Past Chairman, CSI Jaipur Chapter. He has teaching experience of 20+ years, 5 patents published, 20 Ph.D. supervised, published 94 research papers and 10 books and associated as editor and reviewer in some reputed journals, received 20+ national and international awards of repute. His core research areas include Internet security, cloud computing, big data, and IoT. He has organized and participated in 25+ national and international conferences of repute. His foreign visits for various academic activities (Delegate/Invited/Keynote Speaker/Session Chair/Guest) include the USA, UK, Canada, France,Netherlands, Singapore, Thailand, Vietnam, Nepal, etc. He had been Member of Indian Higher Education Delegation and visited 20+ leading universities at Canada (May 2019), UK (July 2017), and the USA (August 2018) supported by AICTE and GR foundation. Other delegation visits include University of Amsterdam (2016), Nanyang Technological University, Singapore (2018), University of Lincoln, QMUL, Brunel University, and Oxford Brookes University (2020) for discussions on academic and research collaborations. He is Active Academician and always welcoming and forming innovative ideas in the various dimensions of education and research for the better development of the society.
Prof. Vincenzo Piuri has received his Ph.D. in computer engineering at Polytechnic of Milan, Italy (1989). He is Full Professor in computer engineering at the University of Milan, Italy (since 2000). He has been Associate Professor at Polytechnic of Milan, Italy, Visiting Professor at the University of Texas at Austin, USA, and Visiting Researcher at George Mason University, USA. His main research interests are artificial intelligence, computational intelligence, intelligent systems, machine learning, pattern analysis and recognition, signal and image processing, biometrics, intelligent measurement systems, industrial applications, digital processing architectures, fault tolerance, cloud computing infrastructures, and Internet of Things. Original results have been published in 400+ papers in international journals, proceedings of international conferences, books, and book chapters. He is Fellow of the IEEE, Distinguished Scientist of ACM, and Senior Member of INNS. He is IEEE Region 8 Director-elect (2021-22) and will be IEEE Region 8 Director (2023-24).

Rosalina Babo is Coordinator Professor (Tenure) of Information Systems Department, Porto Accounting and Business Scholl of Polytechnic of Porto (ISCAP/ P.Porto), Portugal. From 2000 to 2022, Rosalina was Head of the Information SystemsDepartment and for about 12 years acted as Member of the university scientific board. Rosalina's international recognition was improved with the opportunity to be Visiting Professor at several universities in different countries, namely Belgium (KU LEUVEN), Croatia (University of Split), Kosovo (University of Prishtina), and Latvia (Latvia University of Agriculture). Rosalina was one of the founders of CEOS.PP (former CEISE/STI) research center and its Director for 5 years. Rosalina has served on committees for international conferences and acts as Reviewer in scientific journals and conferences. As Book Editor, Rosalina collaborates with publishers such as Elsevier, Springer, and IGI Global in the fields of data analysis in social networks and e-learning. Having several published papers, her main areas of research are e-learning, e-assessment, e-business, Internet applications focusing on usability, and social networks.
Marta Campos Ferreira is Researcher and Invited Assistant Professor at Faculty of Engineering of University of Porto. She holds a Ph.D. in Transportation Systems from the Faculty of Engineering of University of Porto (MIT Portugal Program), an M.Sc. in Service Engineering and Management from the Faculty of Engineering of University of Porto, and a Lic. in Economics from the Faculty of Economics of University of Porto. She is Co-Founder and Co-Editor of the Topical Collection "Research and Entrepreneurship: Making the Leap from Research to Business" with SN Applied Sciences and Associate Editor of the International Journal of Management and Decision Making. She has been involved in several R&D projects in areas such as technology-enabled services, transport, and mobility. Her current research interests include service design, human-computer interaction, data science, knowledge extraction, sustainable mobility, and intelligent transport systems.

Caracteristici

Serves as a reference for researchers and practitioners in academia and industry Focuses on current advances in research and use of engineering in expert application and security Presents the results of ICE-TEAS 2023 held in Jaipur, India