Machine Learning Algorithms for Prediction of Indian Summer Monsoon.

В наличии

Местонахождение: Алматы

Состояние экземпляра: новый

Бумажная
версия

Автор: Moumita Saha and Pabitra Mitra

ISBN: 9783659956522

Год издания: 2016

Формат книги: 60×90/16 (145×215 мм)

Количество страниц: 216

Издательство: LAP LAMBERT Academic Publishing

Показать все характеристики

Цена: 46375 тг

Положить в корзину

Позиции в рубрикаторе

Отрасли знаний:

Точные науки -> Информатика и программирование

Код товара: 163995

Способы доставки в город Алматы *
комплектация (срок до отгрузки) не более 2 рабочих дней

Самовывоз из города Алматы (пункты самовывоза партнёра CDEK)

Курьерская доставка CDEK из города Москва

Доставка Почтой России из города Москва

Аннотация: Indian summer monsoon is a complex and non-linear climatic phenomenon. India being an agricultural country, the monsoon governs the pulse of life for its mankind along with the flora-fauna existing in the subcontinent. It has large impact on agriculture, renewal of fresh-water, and generation of hydro-electricity power. Monsoon is the driving force for development of economy of the country. An attempt is made to study, analyse, and predict Indian summer monsoon. Different machine learning algorithms are used for these purposes. Focus is towards identification of new predictors from different climatic variables influencing the monsoon of the sub-continent and improvement of monsoon prediction models to forecast monsoon with greater accuracy. Various clustering, community detection, and deep learning approaches are utilised to attain the goal.

Ключевые слова: Autoencoder, Clustering, Deep Learning, Indian summer monsoon, Machine Learning, prediction, Climate Network, Active-Break Spells

Похожие издания


	Mrs M.G. CHITRA and Dr. RAMYA GOVINDARAJ Fundamentals of Machine Learning Algorithms.. 2024 г., 60 стр., мягкий переплет In machine learning, models and algorithms can learn from data and make predictions or judgments without explicit programming are developed. Machine learning is a subfield of artificial intelligence (AI). Machine learning uses a wide range of important algorithms and techniques. A list of machine learning algorithms is shown below: Support Vector...	27094 тг в корзину

	Vanshika Walia and Sandeep Ranjan Analyzing Machine Learning Algorithms: KNN & K-Means for Elderly Heal.. 2024 г., 68 стр., мягкий переплет Exploring the realm of machine learning involves monitoring the health of elderly loved ones by tracking their motions to keep them healthy. Datasets created by recording the body movements of elderly people are input to machine learning models for prediction. In this study, the proposal is to compare two popular machine learning algorithms KNN...	27379 тг в корзину

	S. Markkandeyan,M. Rajakumaran and A. Dennis Ananth Machine Learning Algorithms in Web Page Classification.. 2024 г., 140 стр., мягкий переплет The contemporary world is heavily influenced by web technology, with a significant increase in web information every year. Manual classification of web page documents proves to be both time-consuming and inaccurate, given the abundance of irrelevant, redundant, and noisy information present in web pages. Therefore, an automatic web page...	43147 тг в корзину

	Rama Devi Burri Emotions Recognition in Textual Tweets by Machine Learning Algorithms.. 2024 г., 52 стр., мягкий переплет In this book is proposed an emotion recognition system where it recognizes emotions in tweets. Emotions play a vital role in our lives. As we can see that many people use social media where they use the platform for many purposes, some of them tweet in a good way and some of them in a bullying way. Emotions and opinions of different people can be...	26810 тг в корзину

	Отрасли знаний: Общественные науки -> Экономика MUNDLURU DHARANI and G SREENIVASULU MACHINE LEARNING ALGORITHMS. OBJECT IDENTIFICATION BASED ON FEATURE EXTRACTION FROM MULTISPECTRAL SATELLITE IMAGES USING PRINCIPAL COMPONENT ANALYSIS. 1905 г., 156 стр., мягкий переплет Remote sensing is immensely useful for gathering data from Earth-surface objects without coming into direct contact with them. Multi-spectral satellite images are essential for data analysis in the fields of agriculture, regional planning, geology, meteorology, forestry, landscape, biodiversity conservation. Enhancement is the best method for...	43715 тг в корзину

	Отрасли знаний: Точные науки -> Информатика и программирование Ahmed Gazali Mounirou Forgery Image Detection Using Machine Learning Algorithms.. 1905 г., 104 стр., мягкий переплет Several machine learning algorithms have been contributed to this thesis to overcome a forgery image issue and some appropriate datasets have played a vital role to provide good outcomes. In the first chapter of this thesis, a brief overview of the literature reviews, the structure of the thesis, the research questions, and aims are going to be...	37641 тг в корзину

	Отрасли экономики: Промышленность в целом Dr. K Venkata Naganjaneyulu and Dr. Avinash Roy Sales Prediction Analysis in Stop Store. Sales Prediction Analysis in Stop Store Based on Machine Learning Algorithms. 1905 г., 96 стр., мягкий переплет The sales volume and revenue numbers for each individual product is now tracked by large supermarket run-centers known as Big Marts, in order to forecast possible domestic consumption and revise inventory control. By exploring the database server of the data warehouse, inconsistencies and broad patterns are frequently found. The statistics may be...	37357 тг в корзину

	Отрасли знаний: Медицина NAGABABU GARIGIPATI Breast Cancer Prediction Using Machine Learning Algorithms.. 1905 г., 68 стр., мягкий переплет Breast cancer is the most common type of cancer in women. When cancers are found early, they can often be cured. There are some devices that detect the breast cancer but many times they lead to false positives, which results in patients undergoing painful, expensive surgeries that were not even necessary. These type of cancers are called benign...	27379 тг в корзину

	Отрасли экономики: Машиностроение Pallavi Reddy Securing the Web: Machine Learning for CSRF Vulnerability Detection. Harnessing Machine Learning Algorithms for Accurate Detection and Prevention. 1905 г., 64 стр., мягкий переплет Web Vulnerability Detection of Cross-Site Request Forgery Using Machine Learning Algorithm" is a book that focuses on the detection and prevention of Cross-Site Request Forgery (CSRF) vulnerabilities in web applications. The book presents a precise and practical approach to leveraging machine learning algorithms for identifying and mitigating...	27237 тг в корзину

	Отрасли знаний: Точные науки -> Информатика и программирование Rama Devi Burri Missing Child Prediction Using Machine Learning Algorithms. Missing Child Prediction. 1905 г., 60 стр., мягкий переплет Every year, a huge number of children are missing in India. The number of missing cases is untraced. This Book proposes an innovative usage of machine learning techniques for the identification of the missing children. The Public can take the photograph of the suspicious child and upload in the common portal by specifying their location and...	27094 тг в корзину

	Отрасли знаний: Точные науки -> Информатика и программирование -> Информационные технологии Teodor Boyadzhiev Data Analysis for Fluorescence Microscopy. Optimising Measurements of Epidermal Growth Factor Receptor Oligomers in Cells Using Machine Learning Algorithms. 1905 г., 300 стр., мягкий переплет The epidermal growth factor receptor (EGFR) is a cell surface receptor, which controls cell growth and division. Mutations affecting the receptor expression could lead to cancer. Analysis of EGFR interactions with living cells requires measuring separations between 5 and 60nm. The separations are calculated by analysing time-series of diffraction...	60984 тг в корзину

	Отрасли экономики: Промышленность в целом Munirah Saleh Alkharji Stroke Prediction Using Machine Learning Algorithms. Artificial Intelligence (AI). 1905 г., 80 стр., мягкий переплет In the medical world, stroke is one of the most prominent diseases that threaten human life in the world. The most common causes of death in the world are stroke, heart disease and cancer. Fortunately, stroke can be prevented if high risks patients are identified before the occurrence of a stroke. A medical diagnosis for stroke prediction is a...	24107 тг в корзину

	Отрасли знаний: Общественные науки Tayo Ogundunmade,Adedayo Adepoju and Abdelaziz Allam Predicting Crude Oil Price in Nigeria with Machine Learning Models. Machine Learning Algorithms. 1905 г., 52 стр., мягкий переплет The rise in crude oil prices yields serious consequences for both oil-producing and nonoil-producing countries. The increase in global commodity prices contributes to the financial income and foreign exchange reserves of oil-exporting countries. However, countries such as Nigeria that sell crude oil and purchase refined fuel confront more...	26810 тг в корзину

	Сферы деятельности: Образование Dr. A.Srinivasa Reddy Machine Learning Algorithms for Efficient Brain Tumor Segmentation.. 1905 г., 112 стр., мягкий переплет This book is about Implementation of Machine Learning Algorithms for efficient Brain Tumor Detection. In the introduction, we will discuss about different image segmentation methods. Next,we will analyze different machine learning algorithms for brain tumor detection. Then, we did extensive literature review on existing methods. In following...	34755 тг в корзину

	Сферы деятельности: Образование Sujith J. Student Academic Progression Using Machine Learning Algorithms. An Investigation on Predicting Academic Progression of Students Using Machine Learning Algorithms. 1905 г., 168 стр., мягкий переплет Education Data Mining is vividly advancing in the field of research due to the increasing amount of data on a daily basis. EDM deals with extracting meaningful information from the education setting. To analyse and understand the ever-growing education data, Machine learning algorithms are employed to classify and cluster the datasets. Research in...	49955 тг в корзину

	Сферы деятельности: Образование Sujith J Academic Progression of Students Using Machine Learning Algorithms. An Investigation on Predicting Academic Progression of Students Using Machine Learning Algorithms. 1905 г., 148 стр., мягкий переплет Education Data Mining is vividly advancing in the field of research due to the increasing amount of data on a daily basis. EDM deals with extracting meaningful information from the education setting. To analyse and understand the ever-growing education data, Machine learning algorithms are employed to classify and cluster the datasets. Research in...	43431 тг в корзину

	Отрасли экономики: Промышленность в целом Dr. J Savitha Enhanced Machine Learning Algorithms. Face Recognition. 1905 г., 140 стр., мягкий переплет Human face plays a major role in our society, conveying human identification. Biometric face realization technology uses the face as a key to security, has received large attention up to now , as a result of its broad variety of purposes in each law and non-regulation enforcement. It is a computer application that robotically identifies and...	43147 тг в корзину

	Отрасли знаний: Точные науки -> Информатика и программирование Abdul Joseph Fofanah Machine Learning Algorithms: Theory and Practice. Artificial Intelligence, Machine Learning, and Deep Learning Revolutions. 1905 г., 376 стр., мягкий переплет Machine learning is a branch of artificial intelligence that enable computer systems to learn explicitly from example, data, and experience. Through enhancement, computers can perform specific tasks intelligently without human intervention. Machine learning systems can carry out complex analysis by learning or training from data. Currently, there...	64740 тг в корзину

	Отрасли знаний: Общественные науки -> Экономика Nirmalakumari K,Harikumar R and Ganesh Babu C DETECTION OF AUTISM DISEASE USING MACHINE LEARNING ALGORITHMS. Autism Disease Detection. 2020 г., 52 стр., мягкий переплет In the world, there are many rare and incurable diseases that need to be detected. The manual detection of those diseases requires more cost and time. Autism is one of the main diseases that are increasing at a higher rate and its detection techniques are very challenging. But the early detection of autism can save a patient or increase their...	24697 тг в корзину

	Отрасли знаний: Естественные науки -> Астрономия и астрофизика Chalumuru Suresh,Satish Thatavarthi and A.K. Bhavana Prediction of Epidemic Diseases Using Machine Learning Algorithms. Machine Learning. 2020 г., 68 стр., мягкий переплет Dengue is one of the common infectious diseases which is caused by the dengue virus and transmitted to humans by mosquitoes with this many are infected in varied regions around the world per year. The reason for this virus is atmospheric conditions, which play a vital role in the outbreak of dengue. Therefore early prediction of dengue is the key...	25266 тг в корзину

	Отрасли знаний: Точные науки -> Информатика и программирование Samrudhi Rajendra Kaware and Vinod Subhashrao Wadne Comparative Approach for Machine Learning Algorithms. . 2020 г., 108 стр., мягкий переплет This book is efficient for Machine Learning Aspirants and Researchers. The book begins from Data Evolution to Machine Learning, like Structured data - Semi-structured data - Unstructured data - Data mining - Machine Learning.The book consists of a comparison between different algorithms like SVM, DT, RF, GNB, ELM, LR, etc. are described in detail....	34613 тг в корзину

	Отрасли знаний: Точные науки -> Информатика и программирование Bhawani Shankar Leelar Machine Learning Algorithms Using Classical and Quantum Photonics. . 2020 г., 232 стр., мягкий переплет This text covers both classical and quantum algorithm in machine learning domain. The first part mainly covers quantum algorithms and its hardware limitations. The layered photonic crystal architecture simulated for testing hardware constraints. Second part covers Expert Systems and tractable machine learning. It also covers machine learning...	50642 тг в корзину

	Отрасли знаний: Точные науки -> Информатика и программирование Emine Yaman Signal Classification. Comparison of Different Feature Extraction and Machine Learning Algorithms for EMG Signal Classification. 2019 г., 168 стр., мягкий переплет In this study the EMG data that are collected from 25 subjects were analyzed. Two separate groups of myopathy and ALS patients and a control group are the participants of the research. Both females and males are included in the all groups. We preprocessed the EMG signals and used autoregressive method (AR) and discrete wavelet method (DWT) for...	45727 тг в корзину

	Отрасли экономики: Промышленность в целом Bogolu Rupa Machine Learning Algorithms & Implementation. Machine Learning. 2019 г., 52 стр., мягкий переплет Machine Learning Algorithms and implementation provides an accessible overview of the field of machine learning, its applications, and implementation of algorithms. This Book presents some of the most important supervised and unsupervised techniques, along with implementation in python. Topics include Linear Regression, K-Nearest Neighbours, Na?ve...	24697 тг в корзину

	Отрасли экономики: Приборостроение -> Производство электронных компонентов Juliana Vergara,Maria Camila Martinez and Oscar Caicedo Autonomic Classification of IP Traffic in an NFV-based Network. Using Supervised Machine Learning Algorithms. 2018 г., 64 стр., мягкий переплет Network Function Virtualization (NFV) is an emerging solution that improves the flexibility, efficiency, and manageability of networks by leveraging virtualization and cloud computing technologies to run networked devices in software. The implementation of NFV presents issues such as the introduction of new software components, bottleneck...	21424 тг в корзину

	Отрасли знаний: Точные науки -> Информатика и программирование -> Информационные технологии Liviana Tudor Machine Learning Algorithms. . 2017 г., 240 стр., мягкий переплет The book “Machine Learning Algorithms” is useful to readers passionate about artificial neural networks and data mining algorithms. The artificial neural networks are powerful modeling instruments for classes of problems in various areas, such as: bio-informatics, medicine, in order to early identify and classify specific genes belonging to...	34545 тг в корзину

	Отрасли знаний: Точные науки -> Математика -> Статистика Sayo Enoch Aluko Electronic Banking Fraud Detection. Using Data Mining Techniques And R Software For Implementing Machine Learning Algorithms In Prevention Of Fraud. 2017 г., 80 стр., мягкий переплет This research work deals with the procedures for computing the presence of outliers using various distance measures and general detection performance for unsupervised machine learning, such as the K-Mean Clustering Analysis and Principal Component Analysis. A comprehensive evaluation of Data Mining Techniques, Machine Learning and Predictive...	23578 тг в корзину

	Отрасли знаний: Точные науки -> Информатика и программирование Said Gadri Multilingual Text Categorization. (Based on Machine Learning Algorithms and Ontologies). 2017 г., 260 стр., мягкий переплет Text categorization is an important task in text mining process that consists in assigning a set of texts to a set of predefined categories based on learning algorithms. There exist two kinds of text categorization: monolingual and multilingual text categorization. The main problematic of this manuscript is how to exploit concepts and algorithms...	42654 тг в корзину

	Отрасли знаний: Точные науки -> Информатика и программирование -> Информационные технологии Sujata Dash and Bichitrananda Patra Knowledge Discovery using Machine Learning Algorithms. . 2016 г., 192 стр., мягкий переплет The goal of this book is to provide a more effective way to extract features with highly important information to a specific disease, i.e. informative features, using correlation based rough set feature extraction method (RSs), rough set, genetic algorithms (GAs) and its variants, fuzzy-rough set, nearest neighbor, decision tree algorithms and...	42880 тг в корзину

	Отрасли знаний: Медицина Ahsan Bin Tufail Assessment of Alzheimer's Disease through sMRI Phase Images. A heuristic approach using state of the art machine learning algorithms. 2014 г., 80 стр., мягкий переплет Classification of patients of different categories of Alzheimer's disease (AD) is a challenging task with subsequent applications in the diagnosis of AD. This task requires careful examination of results by a panel of experts which is usually cumbersome and hard to obtain and is intricate in conventional MRI images due to similar intensities of...	25692 тг в корзину

	Отрасли знаний: Точные науки -> Математика -> Статистика Sanyogita Andriyas Analysis & forecasting of irrigation decision behavior. Practical machine learning algorithms and guidelines for their implementation. 2013 г., 124 стр., мягкий переплет Farmers play an important role in food production. Farmers must make many decisions during the course of a growing season about the allocation of inputs to production. For farmers in arid regions, one of these decisions is whether to irrigate. It is hence vital to investigate the reasons that drive a farmer to make irrigation decisions and use...	35181 тг в корзину

	Отрасли знаний: Точные науки -> Информатика и программирование -> Интернет и локальные сети Sanping Li Towards Ultra-High Speed Online Network Traffic Classification. Enhanced with Machine Learning Algorithms and OpenFlow Accelerators. 2013 г., 200 стр., мягкий переплет Ultra-high speed networks require real-time traffic classification in order to identify the presence of certain network applications and utilize network resources to ensure these applications run smoothly. Machine learning provides a promising alternative for traffic classification based on statistical flow features, avoiding raising privacy and...	43164 тг в корзину

Ваше имя	* Вы не указали своё имя!
Ваш телефон	* Вы не указали свой телефон!
Ваш E-mail	* Вы не указали свой E-mail!

Оставьте ваши координаты и мы свяжемся с вамикак только книга появится в продаже

Machine Learning Algorithms for Prediction of Indian Summer Monsoon.

Оставьте ваши координаты и мы свяжемся с вами
как только книга появится в продаже