Dipankar Das – författare

Computational Intelligence Applications for Text and Sentiment Data Analysis explores the most recent advances in text information processing and data analysis technologies, specifically focusing on sentiment analysis from multifaceted data. The book investigates a wide range of challenges involved in the accurate analysis of online sentiments, including how to i) identify subjective information from text, i.e., exclusion of 'neutral' or 'factual' comments that do not carry sentiment information, ii) identify sentiment polarity, and iii) domain dependency. Spam and fake news detection, short abbreviation, sarcasm, word negation, and a lot of word ambiguity are also explored.Further chapters look at the difficult process of extracting sentiment from different multimodal information (audio, video and text), semantic concepts. In each chapter, the book's authors explore how computational intelligence (CI) techniques, such as deep learning, convolutional neural network, fuzzy and rough set, global optimizers, and hybrid machine learning techniques play an important role in solving the inherent problems of sentiment analysis applications. Introduces recent computational intelligence approaches to text data processing and modeling Surveys the most recent developments and challenges of multimodal data processing and sentiment analysis Presents case studies which implement different algorithms to identify sentiment polarity and domain dependency

Approx.330 pagesApprox.330 pages

Reminiscences . . . in Silent Couplets! is a magical, creative mirror in which one can see the reflection of the poet''s own innermost insight on the various themes lying at the roots of philosophy, history, art, and religion. There are many ways to look at the past and present situations. The vision intermingled with one another by the poets impression of places and people as his mind and imagination recorded them down.Poetry always shaped humankind''s collective creative experience and thirst in a beautiful, expressive way. These couplets sprinkled with episode of history, legends, lights on unforgettable charactersold and newnational prides, current situations, universal and cosmic call. The lyrical narratives take us on a unique journey, offering us a glimpse of a dazzling consciousness. Here, traditional and modernity shove for space, aware of the passage of time. These thematic verses celebrates the richness and diversity of various stories and shaped the belief, existence, moment, spell, scenery, and many in composition to give a dream into reality. Unique features of this creative journey are the matching photographs, taken by the poet himself, keeping in mind the vibes of the theme of each stanza.

Reminiscences . . . in Silent Couplets! is a magical creative mirror in which one can see the reflection of the poet''s own innermost insight on the various themes lying at the roots of philosophy, history, art, and religion. There are many ways to look at the past and present situations. The vision intermingled with one another by the poets impression of places and people as his mind and imagination recorded them down the time.Poetry always shaped humankind''s collective, creative experience and thirst in a beautiful expressive way. These couplets speckled with episode of history, legends, lights on unforgettable charactersold and newnational prides, current situations, and universal and cosmic call. The lyrical narratives take us on a unique journey, offering us a glimpse of a dazzling consciousness. Here, traditional and modernity shove for space, aware of the passage of time. These thematic verses celebrate the richness and diversity of various stories and shaped the belief, existence, moment, spell, scenery, and many in composition to give a dream into reality. Unique feature of this creative journey are the matching photographs, clicked by the poet himself, keeping in mind the vibes of the theme of each stanza.

Poetry is an enhancement of the thoughts, ideas, philosophies and dreams that have been handed down to us through the ages in expressive creative world. When poems are created it become for others to enjoy its beautyIt transcends higher for others to imagine more and more. We can model the thoughts in the form of verse for the better creative humankind.Sparks of Joy is mirror image of poets voyage putting his self in the poems written in different subjects having spiritual touch in most of them with large yield displayed wide range of influences in personal, cultural, historical themes. Poems merged in varied account of imagination with time, persons and situations that came into his daily life to awaken his consciousness for better creations. Highlights of these day to day creative efforts with the extra touch of photography in different ideas clicked by the poet himself and some of his paintings which he brushed in his leisure time.

Poetry is an enhancement of the thoughts, ideas, philosophies and dreams that have been handed down to us through the ages in expressive creative world. When poems are created it become for others to enjoy its beautyIt transcends higher for others to imagine more and more. We can model the thoughts in the form of verse for the better creative humankind.Sparks of Joy is mirror image of poets voyage putting his self in the poems written in different subjects having spiritual touch in most of them with large yield displayed wide range of influences in personal, cultural, historical themes. Poems merged in varied account of imagination with time, persons and situations that came into his daily life to awaken his consciousness for better creations. Highlights of these day to day creative efforts with the extra touch of photography in different ideas clicked by the poet himself and some of his paintings which he brushed in his leisure time.

Poetic thoughts are perceptions of mind of the poet who takes up the feeling, live to it and the world around him finds a whole host of reasons to be in awe for the good.This piece of creative work was devoted to my father, Sri. Purnesh Ranjan Das who was a source of immense strength to me and who showed that every step in the purpose of life was a challenge, to breathe it beautifully and to discover the world around us in the best of the way...

Sentiment analysis research has been started long back and recently it is one of the demanding research topics.  Research activities on Sentiment Analysis in natural language texts and other media are gaining ground with full swing. But, till date, no concise set of factors has been yet defined that really affects how writers’ sentiment i.e., broadly human sentiment is expressed, perceived, recognized, processed, and interpreted in natural languages. The existing reported solutions or the available systems are still far from perfect or fail to meet the satisfaction level of the end users. The reasons may be that there are dozens of conceptual rules that govern sentiment and even there are possibly unlimited clues that can convey these concepts from realization to practical implementation. Therefore, the main aim of this book is to provide a feasible research platform to our ambitious researchers towards developing the practical solutions that will be indeed beneficial for our society,business and future researches as well.

Sentiment analysis research has been started long back and recently it is one of the demanding research topics.  Research activities on Sentiment Analysis in natural language texts and other media are gaining ground with full swing. But, till date, no concise set of factors has been yet defined that really affects how writers’ sentiment i.e., broadly human sentiment is expressed, perceived, recognized, processed, and interpreted in natural languages. The existing reported solutions or the available systems are still far from perfect or fail to meet the satisfaction level of the end users. The reasons may be that there are dozens of conceptual rules that govern sentiment and even there are possibly unlimited clues that can convey these concepts from realization to practical implementation. Therefore, the main aim of this book is to provide a feasible research platform to our ambitious researchers towards developing the practical solutions that will be indeed beneficial for our society,business and future researches as well.

Sentiment analysis research has been started long back and recently it is one of the demanding research topics.  Research activities on Sentiment Analysis in natural language texts and other media are gaining ground with full swing. But, till date, no concise set of factors has been yet defined that really affects how writers’ sentiment i.e., broadly human sentiment is expressed, perceived, recognized, processed, and interpreted in natural languages. The existing reported solutions or the available systems are still far from perfect or fail to meet the satisfaction level of the end users. The reasons may be that there are dozens of conceptual rules that govern sentiment and even there are possibly unlimited clues that can convey these concepts from realization to practical implementation. Therefore, the main aim of this book is to provide a feasible research platform to our ambitious researchers towards developing the practical solutions that will be indeed beneficial for our society,business and future researches as well.

This atlas covers a broad spectrum of topics, from congenital anomalies and external eye diseases to conditions affecting the eyelid, conjunctiva, cornea, uvea, lens, retina, vitreous, optic nerve, and orbit. It provides information on both primary and secondary tumors, incorporating the latest American Joint Committee on Cancer (AJCC) classifications. It includes a separate chapter on retinoblastoma and choroidal tumors. The book is illustrated with high-resolution clinical and gross, histopathological, and immunohistochemistry microphotographs to ease decision-making.This book is relevant for practicing ophthalmologists, ophthalmic pathologists, and postgraduate students of ophthalmology as well as optometry and pathology students, and oncology super-specialists.

This atlas covers a broad spectrum of topics, from congenital anomalies and external eye diseases to conditions affecting the eyelid, conjunctiva, cornea, uvea, lens, retina, vitreous, optic nerve, and orbit. It provides information on both primary and secondary tumors, incorporating the latest American Joint Committee on Cancer (AJCC) classifications. It includes a separate chapter on retinoblastoma and choroidal tumors. The book is illustrated with high-resolution clinical and gross, histopathological, and immunohistochemistry microphotographs to ease decision-making.This book is relevant for practicing ophthalmologists, ophthalmic pathologists, and postgraduate students of ophthalmology as well as optometry and pathology students, and oncology super-specialists.