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Information System Design: AI and ML Applications de Vikrant Bhateja

Information System Design: AI and ML Applications: Lecture Notes in Networks and Systems, cartea 1107

Editat de Vikrant Bhateja, Jinshan Tang, Zdzislaw Polkowski, Milan Simic, V. V. S. S. S. Chakravarthy
en Limba Engleză Paperback – 19 dec 2024

Editorii Vikrant Bhateja și Zdzislaw Polkowski aduc o vastă experiență în coordonarea conferințelor internaționale de prestigiu, consolidând prin acest volum un ecosistem de cercetare aplicată în inteligența artificială. Information System Design: AI and ML Applications reprezintă materializarea discuțiilor tehnice de la conferința ISDIA 2024 din Dubai, oferind o perspectivă riguroasă asupra modului în care algoritmii de învățare automată transformă arhitectura sistemelor moderne. Remarcăm aici o abordare pragmatică a integrării AI, unde accentul nu cade doar pe teorie, ci pe implementări concrete în medii complexe de calcul.

Descoperim în cele peste 500 de pagini o analiză detaliată a unor domenii critice precum cloud computing, securitatea informației și big data. Pe linia practică a volumului Cyber Security and Intelligent Systems, dar cu un focus distinct pe aplicațiile specifice de Machine Learning, această lucrare completează portofoliul editorial al lui Vikrant Bhateja. Dacă în lucrări anterioare, precum Information System Design: Communication Networks and IoT, autorul explora infrastructura de conectivitate, volumul de față avansează spre nivelul superior al procesării inteligente a datelor.

Structura este una tehnică, specifică formatului Lecture Notes in Networks and Systems, unde fiecare capitol funcționează ca un studiu de caz independent. Ritmul este dens, susținut de date experimentale și modele matematice, fiind o resursă care evită generalitățile în favoarea specificațiilor de proiectare. Este o lucrare de referință pentru cei care urmăresc evoluția sistemelor de calcul paralele și distribuite prin prisma inteligenței computaționale.

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Specificații

ISBN-13: 9789819765805
ISBN-10: 9819765803
Pagini: 568
Ilustrații: XX, 480 p. 160 illus., 80 illus. in color.
Dimensiuni: 155 x 235 x 29 mm
Greutate: 0.95 kg
Ediția:2024
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

Recomandăm această lucrare profesioniștilor și cercetătorilor care au nevoie de o documentare tehnică actualizată asupra implementării AI în sisteme informaționale. Cititorul câștigă acces la metodologii de ultimă oră din 2024, verificate prin procesul de peer-review, esențiale pentru optimizarea performanței în cloud, securitate cibernetică și data mining. Este un instrument practic pentru inginerii de sistem care doresc să integreze soluții de machine learning în arhitecturi complexe.

Despre autor

Vikrant Bhateja este un academician și cercetător recunoscut, cu o activitate editorială intensă în cadrul editurii Springer. Expertiza sa acoperă procesarea semnalelor, inteligența artificială și sistemele embedded. Alături de co-editori precum Zdzislaw Polkowski și Jinshan Tang, acesta a coordonat numeroase volume în seria Lecture Notes in Networks and Systems, fiind o figură centrală în organizarea conferințelor ISDIA și FICTA. Activitatea sa se concentrează pe aplicarea tehnicilor de soft computing și inteligență computațională pentru rezolvarea problemelor complexe de inginerie și design de sisteme.

Notă biografică

Vikrant Bhateja is associate professor in Department of Electronics Engineering Faculty of Engineering and Technology (UNSIET), Veer Bahadur Singh Purvanchal University, Jaunpur, Uttar Pradesh, India. He holds a doctorate in ECE (Bio-Medical Imaging) with a total academic teaching experience of 20 years with around 190 publications in reputed international conferences, journals and online book chapter contributions; out of which 39 papers are published in SCIE indexed high impact factored journals. One of his papers published in Review of Scientific Instruments (RSI) Journal (under American International Publishers) has been selected as “Editor Choice Paper of the Issue'' in 2016. Among the international conference publications, four papers have received “Best Paper Award''. He has been instrumental in chairing/co-chairing around 30 international conferences in India and abroad as Publication/TPC chair and edited 52 book volumes from Springer-Nature as a corresponding/co-editor/author on date. He has delivered nearly 22 keynotes, invited talks in international conferences, ATAL, TEQIP and other AICTE sponsored FDPs and STTPs. He has been Editor-in-Chief of IGI Global--International Journal of Natural Computing and Research (IJNCR) an ACM & DBLP indexed journal from 2017-22. He has guest edited Special Issues in reputed SCIE indexed journals under Springer-Nature and Elsevier. He is Senior Member of IEEE and Life Member of CSI.


Jinshan Tang is a professor of Health Informatics in the Department of Health Administration and Policy. Before joining George Mason University, Dr. Tang was a full professor in the College of Computing at Michigan Technological University and a Founding Director of the Joint Center for Biocomputing and Digital Health. Dr. Tang’s research covers broad areas related to image processing and artificial intelligence. His specific research interests include biomedical image analysis, biomedical imaging, artificial intelligencein medicine (e.g., computer-aided cancer detection, AI for COVID-19 detection). He has obtained over three million dollars grants as a PI or Co-PI and has published more than 110+ refereed journal and conference papers. He has also served as a committee member at various international conferences. He is a senior member of IEEE and a Co-chair of the Technical Committee on Information Assurance and Intelligent Multimedia-Mobile Communications, IEEE SMC society.


Zdzislaw Polkowski is professor of WSG University Bydgoszcz, professor of UJW at Faculty of Social and Technical Sciences and Rector's Representative for International Cooperation and Erasmus+ Program at the Jan Wyzykowski University Polkowice, Poland. Also, he Since 2019 he is also Adjunct Professor in Department of Business Intelligence in Management, Wroclaw University of Economics and Business and The Karkonosze University of Applied Sciences in Jelenia Góra Poland. Moreover, he is visiting professor in Univeristy of Pitesti, Romania, Swami Sahajanand School of Management, Bhavnagar, India and adjunct professor in Marwadi University, Swami Sahajanand College Of Commerce & Management, Bhavnagar, India. He is the former dean of the Technical Sciences Faculty during the period 2009 -2012 at UZZM in Lubin. He holds a PhD degree in Computer Science and Management from Wroclaw University of Technology, Post Graduate degree in Microcomputer Systems in Management from University of Economics in Wroclaw and Post Graduate degree IT in Education from Economics University in Katowice. He obtained his Engineering degree in Computer Systems in Industry from Technical University of Zielona Gora. He has published more than 130 papers in journals, 35 conference proceedings, including more than 65 papers in journals indexed in the Web of Science, Scopus, IEEE.


Dr. Polkowski is co-editor of 11 books which have been published in Springer and CRC Press Taylor & Francis. He served as a memberof Technical Program Committee in many International conferences, journals in Poland, India, China, Iran, Syria, United Kingdom, Romania, Turkey and Bulgaria. Till date he has delivered over 75 invited talks at different international conferences across various countries. He is also the member of the Board of Studies and expert member of the doctoral research committee in many universities in India. He is also the member of the editorial board of several journals and served as a reviewer in a wide range of international journals. His area of interests includes IT in Business, IoT in Business and Education Technology. He has successfully completed a research project on Developing the innovative methodology of teaching Business Informatics funded by the European Commission. He also owns an IT SME consultancy company in Polkowice and Lubin, Poland.


Milan Simic holds PhD, Masters and Bachelor of Electronics Engineering, and Graduate Diploma in Education. He is currently with RMIT University, School of Engineering. At the same time, he is Professor: MB, Faculty of Business and Law, Belgrade, Serbia; Adjunct Professor: Kalinga Institute of Industrial Technology (KIIT), School of Computer Engineering, Bhubaneswar, Odisha, India; Honorary Editor: KES Journal; Editor: International Transactions on Evolutionary and Metaheuristic Algorithms; Former Associate Director: Australia-India Research Centre for Automation Software Engineering, RMIT University. He has comprehensive experience from industry (Honeywell Information Systems), Research institute and Academia, from Europe and Australia. For his innovations and other contributions, he has received prestigious awards and recognitions. Dr Simic is member of large number of engineering and science associations. He conducts multidisciplinary research in the following areas: Management, Engineering Education, Electrical Vehicles, Intelligent Transport Systems, Automotive Electronics, Physical Systems Modelling (Physical Networks), Autonomous Systems, Mechatronics, Robotics, Human - Computer Interface and Interaction, Biomedical Engineering, Green Energy Production, Wireless Transfer of Energy, Information Theory, Digital Coding, Run Length Limited Coding.


V. V. S. S. S. Chakravarthy is a Professor, Dean R&D in the Department of Electronics & Communication Engineering at Raghu Institute of Technology, Visakhapatnam. He is senior member of Communication, Signal Processing and Antenna and Propagation Societies of IEEE. He is serving as Vice Chair of IEEE COMSOC/SPS Joint Chapters of IEEE Vizag Bay Section. His research interests include Computational Intelligence, Smart Antenna, Data Modelling, Machine Learning and Evolutionary Computing Tools. He has 18 years of teaching. He served as a co-editor to proceedings of third and fifth International Conference on Microelectronics, Electromagnetics and Telecommunications published in Lecture Notes in Electrical Engineering. He is also a life member of professional bodies like Instrumentation Society of India, International Computer Science and Engineering Society (ICSES) and Soft Computing Research Society. He published more than 40 journal and conference papers along with one Book Chapter which are indexed in SCOPUS and SCI.

Textul de pe ultima copertă

This book presents a collection of high-quality, peer-reviewed research papers from the 8th International Conference on Information System Design and Intelligent Applications (ISDIA 2024), held in Dubai, UAE, from January 3 to 4, 2024. It covers a wide range of topics in computer science and information technology, including data mining and data warehousing, high-performance computing, parallel and distributed computing, computational intelligence, soft computing, big data, cloud computing, grid computing, cognitive computing and information security.

Caracteristici

Presents research papers written by active researchers in the field of intelligent systems Discusses the outcomes of ISDIA 2024 held in Dubai, UAE Serves as a reference resource for practitioners and researchers in academia and industry