Volume 9 | Issue 12 |

 Abstract

Writing long sentences is bit boring, however with text prediction within the keyboard technology has created this easy. Next Word Prediction is in addition referred to as Language Modeling. It's the endeavor of predicting what word comes straightaway. It's one in every of the key assignments of human language technology and has various applications. Long short time memory formula can perceive past text and predict the words which can be useful for the user to border sentences and this method uses letter to letter prediction suggests that it predict a letter when letter to form a word.

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 Keywords

NLP, LSTM, RNN, Next Word

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

With its ambiguous clinical symptoms and absence of a definitive diagnostic technique, scrub typhus is commonly misdiagnosed. Fever, rash, and eschar are common symptoms that require test confirmation. Pneumonitis and/or ARDS should be considered differential diagnoses in patients with acute febrile sickness. A thorough search for eschar, especially in hidden areas, is helpful in diagnosis.

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 Keywords

seasonal variation , scrub typhus cases , Indore

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The most important problem in time series data is High Dimensionality of data. The high dimensionality of data has more number of attributes under considerations. The process of dimensionality reduction is to reduce the number of random variables or attributes. The various techniques used to reduce the dimensionality of data. The Dimensionality reduction techniques have feature extraction and feature selection process. This paper focuses the feature extraction using Neural Auto Encoder technique is used to reduce the dimensionality of data. Compare with other techniques, the proposed Neural Auto Encoder technique produce the high level of reducing the dimensionality of data. The proposed method gives more accuracy in time series data.

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 Keywords

Data mining, Time series data, Dimensionality reduction technique, Feature Extraction.

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 Abstract

The solution properties of the tetradecylmethylammonium bromide (TTAB) and hexatetradecylmethylammonium bromide (HTAB) surfactants in different systems have been studied.Micelle formation in different alkanol+water systems at 400C has been obtained by ? vs. C plots. The conductivity (?) values for both the surfactant in alkanol+water systems decrease with the increase of carbon atoms. The molar conductivity (?M) of these surfactants (obtained in the usual manner from the conductivity data) decreases as the concentration of the solution increase. The thermodynamic functions for the micellization were calculated at various conditions. The standard Gibbs energy ?G0 values have been derived using equation. The linear plots of log CMCx vs. 1/T are made to calculate standard enthalpy. Standard Gibbs energy and entropy for micellization process has also been evaluated.

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 Keywords

Aggregation number, Counter ion, CMC, Micelles, conductivity, Cationic surfactants, Alcohol-water system, Thermodynamic parameters.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The research project explores the potential of Blockchain in the healthcare industry. The cur rent solution to the health care storage and sharing of medical records is the most sensitive Electronic Health Record (EHR). Electronic health records (EHRs) are not digital patient information stored on a network. Various opportunities to improve patient care, performance measurements in clinical practice and to contribute to future clinical research are provided by EHRs. The schemes used to maintain EHRs were not yet very secure in the current era of smart cities and homes. Data can be easily broken by unauthorized hackers and outsiders. Also, the data is not accessible to patients and caregivers. These applications cannot create a balance between data security and data access. But blockchain can solve these problems. Most EHR data sharing is still done by post due to the lack of a reliable and reliable health data sharing system. This leads to significant delays in patient treatment .Blockchain has the potential to improve health care by placing the pa tient in a centralized system and improving health data protection and collaboration. Blockchain is a spatial division that provides cryptographic assurance of data integrity, security, privacy and access to data. Patients fully control their medical knowledge and authorize physicians who can review medical information through grant funding and withdraw access methods and outline the challenges they face, and the problems that need to be addressed.

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 Keywords

(EHR) Electronic Health Record, (EMR) Electronic Medical Record, (HL7) Health Level 7, (FHIR) Fast Healthcare Interoperability Resources, (PoW) Proof of Work, (PoS) Proof of Stake, (RSM) Replicated state machine, (Tps) Transactions Per Second, (SDK) Software Development Kit

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Creative Commons Attribution 4.0 and The Open Definition

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

stylistics, foregrounding, title, phonology, syntax, lexis etc.

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Creative Commons Attribution 4.0 and The Open Definition

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The title Inheritance of Loss was chosen to reflect the generational Continuation of Loss that these immigrants have faced. This narrative takes a look at immigration, identity, and relationships on a personal and worldwide level. The novel, set in India, England, and the United States, depicts the clash between traditional Indian ways of living and the gleaming wealth of the Western world. Several accolades were given to this work, including the Man Booker Prize in 2006 and the National Book Critics Circle Fiction Award in 2007. Desai wrote the novel after her 1998 debut, Hullabaloo in Guava Orchard, which took her seven years to complete. Kiran Desai is a well-known Indian-origin diasporic writer who uses Indian characters as protagonists in her stories. Her books are mostly about Indian immigrants who are trying to make a new life in a strange land, usually America. In Desai's famous novel Inheritance of Loss, this study examines the diaspora's fragmented identities.

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 Keywords

Migration, displacement, alienation, fragmentation and diaspora.

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Creative Commons Attribution 4.0 and The Open Definition

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Creative Commons Attribution 4.0 and The Open Definition

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Early explain women in advertising newspaper coverage of women, women in television and the films, role of media in the development of women and men.

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Creative Commons Attribution 4.0 and The Open Definition

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Creative Commons Attribution 4.0 and The Open Definition

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

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Creative Commons Attribution 4.0 and The Open Definition

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aphrodisiac, Eugeny, ED, Oligozoospermia ,vajikaran

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Creative Commons Attribution 4.0 and The Open Definition