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Pattern Recognition and Machine Intelligence
The two-volume set of LNCS 11941 and 11942 constitutes the refereed proceedings of the 8th International Conference on Pattern Recognition and Machine Intelligence, PReMI 2019, held in Tezpur, India, in December 2019. The 131 revised full papers presented were carefully reviewed and selected from 341 submissions. They are organized in topical sections named: Pattern Recognition; Machine Learning; Deep Learning; Soft and Evolutionary Computing; Image Processing; Medical Image Processing; Bioinformatics and Biomedical Signal Processing; Information Retrieval; Remote Sensing; Signal and Video Processing; and Smart and Intelligent Sensors.
Compressed Sensing Magnetic Resonance Image Reconstruction Algorithms
This book presents a comprehensive review of the recent developments in fast L1-norm regularization-based compressed sensing (CS) magnetic resonance image reconstruction algorithms. Compressed sensing magnetic resonance imaging (CS-MRI) is able to reduce the scan time of MRI considerably as it is possible to reconstruct MR images from only a few measurements in the k-space; far below the requirements of the Nyquist sampling rate. L1-norm-based regularization problems can be solved efficiently using the state-of-the-art convex optimization techniques, which in general outperform the greedy techniques in terms of quality of reconstructions. Recently, fast convex optimization based reconstructi...
Information Retrieval in Bioinformatics
The book presents the results of studies on selected problems (such as predictive model of transcription initiation and termination, protein recognition codes, protein structure prediction, feature selection for disease prediction, information retrieval from medical imaging) of Bioinformatics and Information Retrieval. Information Retrieval is one of the contemporary answers to new challenges in threat evaluation of composite systems. This book provides a practical course in computational data analysis suitable for students or researchers with no previous exposure to computer programming. It describes in detail the theoretical basis for statistical analysis techniques used throughout the textbook, from basic principles. It presents walk-throughs of data analysis tasks using different tools to help in taking decisions in healthcare management.
Soft Computing: Theories and Applications
This book focuses on soft computing and how it can be applied to solve real-world problems arising in various domains, ranging from medicine and healthcare, to supply chain management, image processing and cryptanalysis. It gathers high-quality papers presented at the International Conference on Soft Computing: Theories and Applications (SoCTA 2019), organized by the National Institute of Technology Patna, India. Offering valuable insights into soft computing for teachers and researchers alike, the book will inspire further research in this dynamic field.
Climate Change and Agriculture
Authoritative and comprehensive resource covering climate-smart agriculture with key insight into its implementation Climate Change and Agriculture provides a complete overview of the development of sustainable agroecosystems and cropping systems and details how to improve the resilience of cultivated crops and cropping systems to the adverse conditions of the climate, such as drought, raising carbon dioxide, global warming, and many other secondary effects such as soils fertility depletion, uncommon disease, and pests. Additionally, the text suggests different agricultural practices to face the severity of frequency of the natural events. Climate Change and Agriculture also delves into the ...
Advances in Communication and Computing
The present volume is a compilation of research work in computation, communication, vision sciences, device design, fabrication, upcoming materials and related process design, etc. It is derived out of selected manuscripts submitted to the 2014 National Workshop on Advances in Communication and Computing (WACC 2014), Assam Engineering College, Guwahati, Assam, India which is emerging out to be a premier platform for discussion and dissemination of knowhow in this part of the world. The papers included in the volume are indicative of the recent thrust in computation, communications and emerging technologies. Certain recent advances in ZnO nanostructures for alternate energy generation provide...
Graphene-Based Nanomaterials
The book presents a comprehensive overview of the historical, current, and prospective application realms of nanobiotechnological research pertaining to graphene, a carbon-based nanomaterial, and its diverse forms in the fields of food and agriculture, as well as health sciences and technology. Young nanotechnologists and businesses will have access to nanobioanalytical methods. Given the present circumstances, it is crucial to underscore the potential ramifications that diverse forms of graphene nanomaterials could have on the food sector, agricultural methodologies, and healthcare. This book presents an analysis of the potential advantages of graphene-based nanomaterials over traditional m...
Soft Computing for Problem Solving
This two-volume book presents outcomes of the 7th International Conference on Soft Computing for Problem Solving, SocProS 2017. This conference is a joint technical collaboration between the Soft Computing Research Society, Liverpool Hope University (UK), the Indian Institute of Technology Roorkee, the South Asian University New Delhi and the National Institute of Technology Silchar, and brings together researchers, engineers and practitioners to discuss thought-provoking developments and challenges in order to select potential future directions The book presents the latest advances and innovations in the interdisciplinary areas of soft computing, including original research papers in the ar...
Advances in Trichoderma Biology for Agricultural Applications
Advances in Trichoderma Biology for Agricultural Applications covers the beneficial properties of Trichoderma in enhancing global agricultural productivity. Trichoderma are biotechnologically significant fungi, being widely used both agriculturally and industrially. In many cases Trichoderma are also a potential drug source of clinical importance. In recent years, driven by advances in genetics and genomics, research on these fungi has opened new avenues for its various applications. This book covers i) Current state of Trichoderma taxonomy, and species identification, ii) Trichoderma and plant-pathogenic fungi interactions, iii) Trichoderma interactions with plants, including rhizosphere co...
