Applied Computing for Software and Smart Systems de Rituparna Chaki

Applied Computing for Software and Smart Systems: Lecture Notes in Networks and Systems, cartea 781

Editat de Rituparna Chaki, Nabendu Chaki, Agostino Cortesi, Khalid Saeed

en Limba Engleză Paperback – 27 dec 2023

Subliniem faptul că volumul Applied Computing for Software and Smart Systems se bazează pe resursele și rezultatele cercetării prezentate în cadrul celei de-a zecea ediții a simpozionului ACSS 2023, oferind o perspectivă tehnică asupra evoluției sistemelor informatice complexe. Reținem organizarea riguroasă a materialului în trei piloni fundamentali: algoritmi, infrastructuri de rețea și modele de învățare automată. În prima parte, suntem introduși în optimizarea proceselor prin metode precum abordarea de tip ansamblu omogen pentru prezicerea informațiilor din tipare de tastare. Partea a doua trece către latura aplicativă a sistemelor inteligente, unde analizăm implementarea tehnologiei blockchain în protocoale de tip LEACH și în managementul registrelor funciare prin sistemul BLRS.

Cititorul care a aplicat ideile din Applied Data Science and Smart Systems va găsi aici o aprofundare a mecanismelor de securitate și a algoritmilor de nișă, cum ar fi detectarea anomaliilor în atacurile de tip Reflection Amplification DDoS folosind nuclee SVM. Această lucrare continuă direcția stabilită de editorii Rituparna Chaki și Nabendu Chaki în volumele anterioare, precum Advanced Computing and Systems for Security: Volume 13 sau Security in IoT, însă face tranziția de la securitatea computațională pură către integrarea sistemelor smart în contexte diverse. Structura progresivă a cărții permite o parcurgere fluidă, de la teoria dependențelor de cale în controlul accesului, până la aplicații computaționale inedite, precum clasificarea gesturilor de tip Kathakali Hasta Mudras prin rețele neuronale convoluționale, demonstrând versatilitatea metodelor de calcul aplicat în sisteme moderne.

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Specificații

ISBN-13: 9789819977826
ISBN-10: 9819977827
Pagini: 244
Ilustrații: XI, 232 p. 120 illus., 83 illus. in color.
Dimensiuni: 155 x 235 x 13 mm
Greutate: 0.42 kg
Ediția:1st ed. 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 inginerii de sistem și cercetătorii în informatică, acest volum oferă acces la implementări concrete de blockchain și machine learning. Cititorul câștigă o înțelegere tehnică asupra modului în care algoritmii de clasificare și protocoalele de rețea securizate pot fi optimizate pentru sisteme inteligente, beneficiind de studii de caz documentate riguros în cadrul simpozionului ACSS 2023.

Despre autor

Rituparna Chaki și Nabendu Chaki sunt cercetători recunoscuți, cu o activitate editorială vastă în cadrul editurii Springer, specializați în sisteme de securitate și calcul aplicat. Experiența lor este consolidată prin coordonarea seriei Lecture Notes in Networks and Systems și a simpozioanelor internaționale desfășurate în Kolkata. Lucrările lor anterioare, axate pe securitatea IoT și sisteme wireless, oferă fundamentul teoretic pentru acest volum, care extinde cercetarea către inteligența artificială și procesarea avansată de date, integrând contribuții ale doctoranzilor și experților din mediul academic internațional.

Descriere scurtă

This book features a collection of high-quality research papers presented at the 10th International Symposium on Applied Computing for Software and Smart systems (ACSS 2023), to be held during September 15–16, 2023, in Kolkata, India. The book presents innovative works by undergraduate, graduate students as well as Ph.D. scholars. The emphasis of the workshop is on software and smart systems and research outcomes on other relevant areas pertaining to advancement of computing.

Cuprins

Generation of All Rooted Ordered Trees.- Quasistatic Computation and Thermodynamic Approach.- Augmentation of Mixing Quality and Its Analysis based on Electrode Shape Diversity in Digital Microfluidic Biochips.- Prediction of Student Performance in Online Classes Using Machine Learning.- Diabetes Syndrome Prophecy Using Machine Learning.

Notă biografică

Rituparna Chaki is a full professor in the A K Choudhury School of Information Technology, University of Calcutta, India, since June 2015. She joined academia as a faculty member in the West Bengal University of Technology in 2005. Before that, she has served under Government of India in maintaining industrial production database. Besides, she has served as a visiting professor in the AGH University of Science & Technology, Cracow, Poland, since 2013 for consecutive years. Rituparna did her Ph.D. from Jadavpur University in 2002. She has been associated in organizing many conferences in India and abroad as a program chair, OC chair or as member of Technical Program Committee. She has published more than 60 research papers in reputed journals and peer-reviewed conference proceedings. Her research interest is primarily in ad hoc networking and its security. She is a professional member of IEEE and ACM.
Nabendu Chaki is a professor and head of the Department Computer Science and Engineering, University of Calcutta, Kolkata, India. He is the editor in chief of the Springer Nature book series on Services and Business Process Reengineering. Besides editing about 40 conference proceedings with Springer, Dr. Chaki has authored 9 text and research books with CRC Press, Springer Nature, etc. He has published more than 250 Scopus Indexed research articles in journals and international conferences with h-index of 17. Prof. Chaki has served as a visiting professor in different places including US Naval Postgraduate School, California, and in different universities in Italy and Poland. He had been the founder chair of ACM Professional Chapter in Kolkata and served in that capacity for 3 years since January 2014.

Agostino Cortesi, Ph.D., is a full professor of computer science at Ca' Foscari University, Venice, Italy. He has extensive experience in the area of static analysis and software verification techniques. His main research interests concernprogramming languages theory, software engineering, and static analysis techniques, with particular emphasis on security applications. He serves as co-editor in chief of the book series "Services and Business Process Reengineering" published by Springer Nature. He has been the adviser of several doctoral and postdoctoral students from Italy and abroad (e.g., India, Cuba, USA) and has published more than 200 papers in high-level international journals and proceedings of international conferences. According to Scopus, his h-index is 21, with more than 1.600 citations. Currently, he holds the chairs of “Software Engineering,” “Program Analysis and Verification,” “Computer Networks and Information Systems” and “Data Programming.”

Dr. Khalid Saeed is a full professor of Computer Science at Bialystok University of Technology and a half-time visiting professor at Universidad de La Costa, Barranquilla, Colombia. He was with Warsaw University of Technology in 2014–2019 and withAGH Krakow in 2008–2014. He received his B.Sc. Degree from Baghdad University in 1976, M.Sc. and Ph.D. (distinguished) Degrees from Wroclaw University of Technology in Poland in 1978 and 1981, respectively. He received his D.Sc. Degree (Habilitation) in Computer Science from the Polish Academy of Sciences in Warsaw in 2007. He was nominated by the president of Poland for the title of Professor in 2014. He received more than 30 academic awards. He is also a member of more than 15 editorial boards of international journals and conferences.

Caracteristici

Presents high-quality research in the areas of software and smart systems Features the outcomes of ACSS 2023, held in Kolkata, India Serves as a reference resource for researchers and practitioners in academia and industry

Descriere

Descriere de la o altă ediție sau format:
This book features a collection of high-quality research papers presented at the 11th International Symposium on Applied Computing for Software and Smart systems (ACSS 2024), to be held during September 19–20, 2024, in Kolkata, India.