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Analisi del sentiment dei tweet di Covid-19 con un algoritmo di apprendimento automatico

Analisi del sentiment dei tweet di Covid-19 con un algoritmo di apprendimento automatico

Ahmed Rasidun Bari Dip; MD Shihab Sadik; Omi Evance Rozario

Edizioni Sapienza
2025
pokkari
Tema principale: Questo articolo dimostra che, tra un gran numero di modelli di previsione, il modello Facebook Prophet ha avuto la massima accuratezza quando si trattato di anticipare le circostanze pandemiche.Analisi dei risultati: Hanno presentato come i modelli si sono comportati sui set di test utilizzando i modelli di regressione e serie temporali, nonch l'analisi utilizzando Facebook Prophet. Possono calcolare l'errore quadratico medio (RMSE) per ciascun modello utilizzando questi risultati. Il confronto dei modelli in base ai loro punteggi RMSE mostrato nella Tabella I. La Tabella I indica che quando si prevedono casi confermati, l'FPM ha l'errore medio pi basso. Il secondo posto va al modello ARIMA, seguito dai modelli AR e MA. Tuttavia, poich l'ARIMA incorpora sia i modelli MA che AR, non vengono presi in considerazione.Il modello HWA, che viene dopo questi due, ha il punteggio pi basso, seguito dal PR. La Tabella I mostra che i risultati sono quasi identici ai risultati dei casi confermati della tabella, con l'FPM in cima, seguito da ARIMA, HWA e PR, in quest'ordine. Di conseguenza, giungono alla conclusione che i modelli migliori per anticipare la situazione pandemica sono i seguenti: Facebook.
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Análise do sentimento dos tweets sobre a Covid-19 utilizando um algoritmo de aprendizagem automática

Análise do sentimento dos tweets sobre a Covid-19 utilizando um algoritmo de aprendizagem automática

Ahmed Rasidun Bari Dip; MD Shihab Sadik; Omi Evance Rozario

Edicoes Nosso Conhecimento
2025
pokkari
Tema principal: Este artigo demonstra que, entre um grande n mero de modelos de previs o, o Modelo Profeta do Facebook teve a maior precis o quando se tratou de antecipar circunst ncias de pandemia.An lise de resultados: Apresentaram o desempenho dos modelos nos conjuntos de teste utilizando os modelos de regress o e s ries temporais, bem como a an lise utilizando o Facebook Prophet. Podem calcular a raiz do erro quadr tico m dio (RMSE) para cada modelo utilizando estes resultados. A compara o dos modelos com base nas suas pontua es RMSE apresentada na Tabela I. A Tabela I indica que, ao prever as inst ncias confirmadas, o FPM tem o erro m dio mais baixo. O segundo lugar vai para o modelo ARIMA, seguido dos modelos AR e MA. No entanto, como o ARIMA incorpora os modelos MA e AR, estes n o s o tidos em conta.O modelo HWA, que vem a seguir a estes dois, tem a pontua o mais baixa, seguido pelo PR. A Tabela I mostra que os resultados s o quase id nticos aos resultados dos casos confirmados da tabela, com o FPM no topo, seguido pelo ARIMA, HWA e PR, por esta ordem. Como resultado, chegam conclus o que os melhores modelos para antecipar a situa o da pandemia s o os seguintes: Facebook.
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Organic Name Reactions

Organic Name Reactions

Sanjay B Bari; Vinod G Ugale

Pharmamed Press
2021
sidottu
Special features of the bookWe have divided every organic reaction in following subsections: It is hope that this type of presentation will greatly aid the memory and understanding of students.Principle: Includes text and general reactions with examples. We have indicated changes in functional groups while conversion of reactants into final products with the use of advanced ChemBioDraw Ultra tool. The text of manuscript has been made simple and lucid with pictorial presentations.Mechanism: Includes text and detailed stepwise mechanism by highlighting the changes in reactants at every step. The context includes beautiful and clear representation of mechanisms; each step is shown without using any shortcuts. Lone pairs and reaction arrows are indicated clearly by using ChemBioDraw Ultra, making the mechanism easier to follow and understand thoroughly.Applications: Includes text and utility of particular reaction in synthesis of useful product. We have also included stereochemical aspects and orientations for reactions along with its synthetic applications, where it is necessary. Inspite of refreshing the current understanding of name reactions, we have tried to incorporate latest synthetic industrial applications, so that it will help the learners who involved in synthetic research, early career researchers and at large to scientific community.
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Core Anatomy - Illustrated

Core Anatomy - Illustrated

Ian Parkin; Bari Logan; Mark McCarthy

Hodder Arnold
2007
nidottu
'Core Anatomy - Illustrated' is a concise new atlas of human anatomy for medical and allied healthcare undergraduates, postgraduate trainees, and teaching staff. It presents the key anatomical knowledge necessary for clinical practice, at a level that is compatible with current core curricula, whether traditional or systems-based. Presenting beautifully photographed prosections of extraordinary clarity, this succinct volume comprises 71 easy-to-read double-page spreads. The combination of concise text on the left with labelled illustration and key on the right, offers a quick, accurate reference guide to human anatomy.Written by Professor Ian Parkin, Mr Bari Logan and Mr Mark McCarthy, who between them have over 75 years experience of teaching, examining and preparing human anatomical material, 'Core Anatomy - Illustrated' covers the human body, both male and female, literally from head to toe. The content of the book has been carefully selected as the most essential 'end view' level of dissected anatomy that medical, paramedical, and surgical practitioners must be familiar with to practise safely and effectively.
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States of Emergency and the Law

States of Emergency and the Law

M. Ehteshamul Bari

Routledge
2020
nidottu
In Bangladesh, the absence of effective constitutional safeguards for governing emergency regimes has resulted in each of the five emergencies being invoked on the imprecise ground of internal disturbance. Two of these emergencies were even continued after the alleged threat posed to the life of the nation was over. Furthermore, during these five periods of emergency, either all or most of the fundamental rights guaranteed by the Constitution were suspended and the power of preventive detention was abused. Since no systematic and structured research has so far been carried out evaluating the Bangladeshi Constitution’s provisions concerning the proclamation of emergency,suspension of fundamental rights and preventive detention, and the invocation of these extraordinary measures, this book will enhance knowledge by identifying the flaws, deficiencies and lacunae of the constitutional provisions concerning these exceptional measures. Consequently, based on these findings, recommendations will be put forward to rectify these defects from comparative constitutional law and normative perspectives. The outcome of this book will not only establish the best means for ensuring the maintenance of the rule of law but also for preventing undue intrusion on the fundamental human rights of individuals during emergency situations in Bangladesh.This book will be of great interest and use to scholars and students of comparative constitutional law, human rights law and Asian law. Given the law reform analysis undertaken in this work, it will also be beneficial for the policy makers in Bangladesh and for the policy makers of constitutional polities facing similar problems with the issue of constraining the exercise of emergency powers.
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States of Emergency and the Law

States of Emergency and the Law

M. Ehteshamul Bari

Routledge
2017
sidottu
In Bangladesh, the absence of effective constitutional safeguards for governing emergency regimes has resulted in each of the five emergencies being invoked on the imprecise ground of internal disturbance. Two of these emergencies were even continued after the alleged threat posed to the life of the nation was over. Furthermore, during these five periods of emergency, either all or most of the fundamental rights guaranteed by the Constitution were suspended and the power of preventive detention was abused. Since no systematic and structured research has so far been carried out evaluating the Bangladeshi Constitution’s provisions concerning the proclamation of emergency,suspension of fundamental rights and preventive detention, and the invocation of these extraordinary measures, this book will enhance knowledge by identifying the flaws, deficiencies and lacunae of the constitutional provisions concerning these exceptional measures. Consequently, based on these findings, recommendations will be put forward to rectify these defects from comparative constitutional law and normative perspectives. The outcome of this book will not only establish the best means for ensuring the maintenance of the rule of law but also for preventing undue intrusion on the fundamental human rights of individuals during emergency situations in Bangladesh.This book will be of great interest and use to scholars and students of comparative constitutional law, human rights law and Asian law. Given the law reform analysis undertaken in this work, it will also be beneficial for the policy makers in Bangladesh and for the policy makers of constitutional polities facing similar problems with the issue of constraining the exercise of emergency powers.
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Voice Disorders

Voice Disorders

Christine Sapienza; Bari Hoffman

Plural Publishing Inc
2020
nidottu
With Voice Disorders, Fourth Edition, authors Christine Sapienza, PhD and Bari Hoffman, PhD have created a comprehensive package for learning. The authors uniquely blend voice science with voice treatments ranging from traditional interventions to recent advances in cellular therapies, muscle strength training, and treatments for special populations. The text has been extensively updated with clinical evidence-based information and comes with a robust online companion website including a study workbook, videos, audio files, and case studies. This fourth edition offers a comprehensive combined study of the respiratory, laryngeal, and neurological subsystems for voice. Therapy approaches are categorized in terms of type, such as physiologic, combined modality, and hygienic. The new edition expands the approaches to voice therapy, and better defines clinical decision making with information about humanistic communication strategies, adherence, and the multitude of variables that influence patient outcomes. New to the Fourth Edition: * The anatomical illustrations are now in color! * Updated throughout to reflect the current state of research in the evaluation and treatment of voice and upper airway disorders * Many new references depicting evidence-based outcomes * Updated clinical guidelines and position statements * A thoroughly revised chapter on voice therapy * Extensive content added on gender affirmation: the role of the SLP along with various evaluation and therapy approaches * More laryngeal images and endoscopic examinations * Expanded coverage of contemporary phonosurgery approaches and the role of the SLP pre- and post-surgery * Extensively expanded material on head and neck cancer and alaryngeal communication
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Respiratory Muscle Strength Training

Respiratory Muscle Strength Training

Christine Sapienza; Bari Hoffman

Plural Publishing Inc
2020
nidottu
Respiratory Muscle Strength Training is a clinical guide, intended to provide clinicians with the background information they need to understand respiratory muscle strength training (RMST). With a variety of case studies provided by well-known authors and clinicians, this text acts as a guidebook to the RMST protocol and provides practical information for use in the field of healthcare. In addition to real-world case studies, Respiratory Muscle Strength Training includes a chapter devoted to Frequently Asked Questions, a representative sample of the devices commonly used for respiratory training, and instructions for using them in patient care.
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Forking Wellness

Forking Wellness

Sophie Bertrand; Bari Stricoff

Meyer Meyer Sport (UK) Ltd
2021
nidottu
What the fork is wellness? As Registered Nutrition Professionals, Sophie Bertrand and Bari Stricoff take an "all food is fit" approach to eating. With the abundance of health and nutrition information out there, it's hard to keep up and know what's fact and what can be harmful. How does one eat for longevity while also trying to eat for a healthy gut, reduce the risk for cardiovascular disease, all while trying to enjoy food without obsessing? These nutrition professionals are on a mission to simplify the information and make wellness a realistic and relatable topic that no longer seems so "all or nothing." In addition to breaking down the nutrition basics, the authors will guide the reader through what "balance" really means when eating, how to overcome black-and-white thinking about food, and how to implement mindful eating and eating intuitively. It will also provide the reader with simple tools for eating sustainably and on a budget. As the icing on top, the book includes 45 delicious recipes the reader will want to make again and again. With this book, the reader is guaranteed to forking understand wellness!
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