International Conference on Intelligent and Smart Computing in Data Analytics

International Conference on Intelligent and Smart Computing in Data Analytics
Author :
Publisher : Springer Nature
Total Pages : 301
Release :
ISBN-10 : 9789813361768
ISBN-13 : 981336176X
Rating : 4/5 (68 Downloads)

Synopsis International Conference on Intelligent and Smart Computing in Data Analytics by : Siddhartha Bhattacharyya

This book is a collection of best selected research papers presented at International Conference on Intelligent and Smart Computing in Data Analytics (ISCDA 2020), held at K L University, Guntur, Andhra Pradesh, India. The primary focus is to address issues and developments in advanced computing, intelligent models and applications, smart technologies and applications. It includes topics such as artificial intelligence and machine learning, pattern recognition and analysis, computational intelligence, signal and image processing, bioinformatics, ubiquitous computing, genetic fuzzy systems, hybrid evolutionary algorithms, nature-inspired smart hybrid systems, Internet of things, industrial IoT, health informatics, human–computer interaction and social network analysis. The book presents innovative work by leading academics, researchers and experts from industry.

Advances in Computational Collective Intelligence

Advances in Computational Collective Intelligence
Author :
Publisher : Springer Nature
Total Pages : 829
Release :
ISBN-10 : 9783030631192
ISBN-13 : 3030631192
Rating : 4/5 (92 Downloads)

Synopsis Advances in Computational Collective Intelligence by : Marcin Hernes

This book constitutes refereed proceedings of the 12th International Conference on International Conference on Computational Collective Intelligence, ICCCI 2020, held in Da Nang, Vietnam, in November – December 2020. Due to the the COVID-19 pandemic the conference was held online. The 68 papers were thoroughly reviewed and selected from 314 submissions. The papers are organized according to the following topical sections: ​data mining and machine learning; deep learning and applications for industry 4.0; recommender systems; computer vision techniques; decision support and control systems; intelligent management information systems; innovations in intelligent systems; intelligent modeling and simulation approaches for games and real world systems; experience enhanced intelligence to IoT; data driven IoT for smart society; applications of collective intelligence; natural language processing; low resource languages processing; computational collective intelligence and natural language processing.

Recent Trends in Intensive Computing

Recent Trends in Intensive Computing
Author :
Publisher : IOS Press
Total Pages : 960
Release :
ISBN-10 : 9781643682174
ISBN-13 : 1643682172
Rating : 4/5 (74 Downloads)

Synopsis Recent Trends in Intensive Computing by : M. Rajesh

In a world where computer science is now an essential element in all of our lives, a new opportunity to disseminate the latest research and trends is always welcome. This book presents the proceedings of the first International Conference on Recent Trends in Computing (ICRTC 2021), which was held as a virtual event on 21 – 22 May 2021 at Sanjivani College of Engineering, Kopargaon, India due to the restrictions of the COVID-19 pandemic. This online conference, aimed at facilitating academic exchange among researchers, enabled experts and scholars around from around the globe to gather for the discussion of the latest advanced research in the field despite the extensive travel restrictions still in place. The book contains 134 papers selected from 329 submitted papers after a rigorous peer-review process, and topics covered include advanced computing, networking, informatics, security and privacy, and other related fields. The book will be of interest to all those eager to find the latest trends and most recent developments in computer science.

Intelligent Computing & Optimization

Intelligent Computing & Optimization
Author :
Publisher : Springer Nature
Total Pages : 1020
Release :
ISBN-10 : 9783030932473
ISBN-13 : 3030932478
Rating : 4/5 (73 Downloads)

Synopsis Intelligent Computing & Optimization by : Pandian Vasant

This book includes the scientific results of the fourth edition of the International Conference on Intelligent Computing and Optimization which took place at December 30–31, 2021, via ZOOM. The conference objective was to celebrate “Compassion and Wisdom” with researchers, scholars, experts and investigators in Intelligent Computing and Optimization worldwide, to share knowledge, experience, innovation—marvelous opportunity for discourse and mutuality by novel research, invention and creativity. This proceedings encloses the original and innovative scientific fields of optimization and optimal control, renewable energy and sustainability, artificial intelligence and operational research, economics and management, smart cities and rural planning, meta-heuristics and big data analytics, cyber security and blockchains, IoTs and Industry 4.0, mathematical modelling and simulation, health care and medicine.

Feature Selection and Enhanced Krill Herd Algorithm for Text Document Clustering

Feature Selection and Enhanced Krill Herd Algorithm for Text Document Clustering
Author :
Publisher : Springer
Total Pages : 186
Release :
ISBN-10 : 9783030106744
ISBN-13 : 3030106748
Rating : 4/5 (44 Downloads)

Synopsis Feature Selection and Enhanced Krill Herd Algorithm for Text Document Clustering by : Laith Mohammad Qasim Abualigah

This book puts forward a new method for solving the text document (TD) clustering problem, which is established in two main stages: (i) A new feature selection method based on a particle swarm optimization algorithm with a novel weighting scheme is proposed, as well as a detailed dimension reduction technique, in order to obtain a new subset of more informative features with low-dimensional space. This new subset is subsequently used to improve the performance of the text clustering (TC) algorithm and reduce its computation time. The k-mean clustering algorithm is used to evaluate the effectiveness of the obtained subsets. (ii) Four krill herd algorithms (KHAs), namely, the (a) basic KHA, (b) modified KHA, (c) hybrid KHA, and (d) multi-objective hybrid KHA, are proposed to solve the TC problem; each algorithm represents an incremental improvement on its predecessor. For the evaluation process, seven benchmark text datasets are used with different characterizations and complexities. Text document (TD) clustering is a new trend in text mining in which the TDs are separated into several coherent clusters, where all documents in the same cluster are similar. The findings presented here confirm that the proposed methods and algorithms delivered the best results in comparison with other, similar methods to be found in the literature.

Intelligent Technologies and Applications

Intelligent Technologies and Applications
Author :
Publisher : Springer Nature
Total Pages : 803
Release :
ISBN-10 : 9789811552328
ISBN-13 : 9811552320
Rating : 4/5 (28 Downloads)

Synopsis Intelligent Technologies and Applications by : Imran Sarwar Bajwa

This book constitutes the refereed proceedings of the Second International Conference on Intelligent Technologies and Applications, INTAP 2019, held in Bahawalpur, Pakistan, in November 2019. The 60 revised full papers and 6 revised short papers presented were carefully reviewed and selected from 224 submissions. Additionally, the volume presents 1 invited paper. The papers of this volume are organized in topical sections on AI and health; sentiment analysis; intelligent applications; social media analytics; business intelligence;Natural Language Processing; information extraction; machine learning; smart systems; semantic web; decision support systems; image analysis; automated software engineering.

Social Informatics

Social Informatics
Author :
Publisher : Springer
Total Pages : 303
Release :
ISBN-10 : 9783319274331
ISBN-13 : 3319274333
Rating : 4/5 (31 Downloads)

Synopsis Social Informatics by : Tie-Yan Liu

This book constitutes the proceedings of the 7th International Conference on Social Informatics, SocInfo 2015, held in Beijing, China, in December 2015. The 19 papers presented in this volume were carefully reviewed and selected from 42 submissions. They cover topics such as user modeling, opinion mining, user behavior, and crowd sourcing.

Computer Analysis of Images and Patterns

Computer Analysis of Images and Patterns
Author :
Publisher : Springer Nature
Total Pages : 516
Release :
ISBN-10 : 9783030891282
ISBN-13 : 3030891283
Rating : 4/5 (82 Downloads)

Synopsis Computer Analysis of Images and Patterns by : Nicolas Tsapatsoulis

The two volume set LNCS 13052 and 13053 constitutes the refereed proceedings of the 19th International Conference on Computer Analysis of Images and Patterns, CAIP 2021, held virtually, in September 2021. The 87 papers presented were carefully reviewed and selected from 129 submissions. The papers are organized in the following topical sections across the 2 volumes: 3D vision, biomedical image and pattern analysis; machine learning; feature extractions; object recognition; face and gesture, guess the age contest, biometrics, cryptography and security; and segmentation and image restoration.