Volume 10 | Issue 6 |

 Abstract

Over the past few years, there has been a huge growth in microblogging platforms such as Twitter. More tweets are being tweeted per day. There is a large amount of data and it is getting extremely difficult to get the relevant information from the data. There has been a vast number of research on how sentiments are conveyed in a genre such as online reviews about a movie, news articles, and blogs, but how sentiments are conveyed in case of unofficial languages and message-length constraints of microblogging are less analysed. In that case sentiment analysis comes into the picture. The collection of natural language processing that tries to identify and extract the opinion from the review of the respective blogs is called sentiment analysis. It has been proven helpful in many other domains, but will it also prove useful in Twitter?

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 Keywords

Human Emotions, Microblogging, Sentiment Analysis, Sentiment Analysis principles,Sigmoid Function, Expermental result

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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

 Keywords

Pectin-Chitosan hydrogel, Methylene blue dye adsorption, Dye adsorption kinetic study, Adsorption isotherms, Dye desorption

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Abstract: In this new world of technology, communication using digital media has increased tremendously and this easy data exchange comes with the risk of intrusion. At times, the system itself can get affected by various types of malwares which leads to data loss. So, there is a need for a secure communication method to exchange sensitive data. Steganography is one such technique for hiding data over a media file in such a way that any eavesdropper will not be able to detect the presence of the hidden data. This paper proposes the LSB (Least Significant Bit) algorithm which hides data over different media files that are text, image and audio using python. In Image steganography, the cover images taken are of various types, i.e, binary, gray scale and color images. In audio steganography, we have also taken real-time audio as a cover file.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

LSB, Steganography, Python

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Abstract: Psychoanalytic theory explains human relations with respect to its chief postulations like Oedipus Complex, Electra Complex, the tripartite id, ego and superego, penis envy, defense mechanisms amongst others. Father fixation is one of these that requires to be settled down in a girl's life trajectory to grow up into maturity. Otherwise, unhappy conjugal relationship ensues from an unresolved fixation. A daughter's identity and superego develop under the direct influence of her father. Certain schools in Sociology and Psychology, other than Freudians, have also contributed tremendously in exploring interpersonal relationships. Usha Priyamvada's novel is revisited in the present paper to explore father-daughter interaction and to focus on the resolution of Radhika's complex. Masculinity in father's persona needs to be transformed into effeminate behavior so that he may appear graceful in sublimated desires. Contrarily, he can be a potential threat to the established order of society. In non-Western cultures, the psychoanalytic concepts may not verify owing to different world-views, still they can be employed for a comprehensive understanding to obtain a variegated discourse.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Electra Complex, father fixation, identity, masculinity, psychoanalysis

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Pseudoceros galatheensis, a member of order polycladida, was observed for the first time in Visakhapatnam coast situated in the east coast of India. This record happens to be the first record of any member of order polycladida in Andhra Pradesh and the east coast of mainland India.

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 Keywords

Marine Biology, Marine Flatworm, Visakhapatnam, Intertidal ecosystem, East Coast Conservation Team

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Six percent HDPE and ten percent waste tyre samples have the best consistency and flow performance, whereas the typical combination performs similarly. A 61 percent increase in blend consistency means that the new BC mix is far more resistant to deformation under load. The Marshall Quotient has improved by 63 percent, despite the fact that the flow value is nearly comparable to the standard mix.

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 Keywords

HDPE; tyre waste; Stability; Marshall quotient; conventional mix

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The fundamental challenge for a lot of big data programs must be to search data volumes and take functional understanding for other hobbies. Focused by real-world programs controlling of massive Data were revealed to acquire demanding yet very compelling job. We make as read the efficient theorem that differentiates highlights of big data rising, and signifies big human sources representation, in the thought of data mining. Suggested theorem recommends that important highlights of big data are large by heterogeneous and varied data sources self-directed with distributed additionally to decentralized control, and sophisticated, developing in data associations featuring think that big data necessitate a sizable intelligence to boost data for finest values. We submit big human sources depiction, in the thought of data mining which data-driven structure involves demand determined selection of information sources, mining additionally to analysis, modeling of user interest, and contemplation on security.

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 Keywords

Big Data, Heterogeneous, Big data processing, Data Mining, Decentralized, Data Sources, Modeling, Security and Statistics.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

several researchers suggest an intrusion detection system based on data mining technology, focusing on the shortcomings of current intrusion detection models. It addresses the system's lack of self-adaptability, as well as the risks of misreporting or omission. However, when dealing with large amounts of data, an intrusion detection system based on data mining technology must use an increasing amount of resources, slowing down the detection speed. Another issue emerges when we consider the aforementioned approach: when we establish clusters of the same object for future pattern formation, we do not always get a satisfactory outcome. Because each time the support is different, the pruning value varies according to the support. As a consequence, we must process the rule generation dynamic, which overcomes the aforementioned difficulty and allows us to get various results under various scenarios.

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 Keywords

IDS,NSL-KDD, Dos, Probe, R2L, U2R.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Isoxazole is an azole with an oxygen atom next to the nitrogen. Isoxazoles and their derivatives extracted from natural sources are limited in numbers. The isoxazole compounds and their derivatives have many importance in pharmaceutical industries like work as anti-tumor, anti-cancer, anti-bacterial, antifungal and antimicrobial agents. Therefore, this research work was focused to design the isoxazoles and their derivatives which have strong medicinal and pharmaceutical activities. The calculated result reveals that our designed molecules have better pharmaceutical activities and can be use as anti-bacterial, antifungal and antimicrobial agents. The title compounds were characterized by element analysis, IR and NMR spectral data. All the compounds were tested for their antibacterial and antifungal activities by broth dilution method.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Isoxazole, Azetidinone, MTCC, broth dilution method

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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

 Keywords

fraudulent, skewed, sampling approach, under-sampling, oversampling, accuracy, sensitivity, specificity, precision.

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Creative Commons Attribution 4.0 and The Open Definition