information from text documents and deals with retrieval, classification, clustering and machine learning techniques to classify different text document. In this work we proposed and implemented text classification (naïve bayes) and text clustering (K means) algorithm trained on dbGaP study text to identify heart,lung and blood studies. Classifiers performance compared with keyword based search result of dbGaP.It was determined that text classifiers are always best complement to document retrieval system
primitive mental activities of humans, used to handle the huge amount of information they receive every day” (Theodoridis and Koutroubas, 2003: 398). The act of indexing long used in libraries is an obvious example. Manual clustering was the only type of document clustering possible prior to the computer age. This circumstance may have influenced much clustering work that relied only on immediate intuitive knowledge of the world without making use of quantitative numerical methods. In other words, text clustering
becoming more common in text classification. In essence, support vector machines define hyperplanes, which try to separate the values of a given target field. The hyperplanes are defined using kernel functions. The most popular kernel types are supported: linear, polynomial, radial basis and sigmoid. Support Vector Machines can be used for both, classification and regression. Several characteristics have been observed in vector space based methods for text classification [15,16], including the high
been introduced to on the internet. This is not only a reality at your local libraries, but also the topic of a long time debate in this country over responsible information access and censorship which has centered around the electronic access of documents. Society has proven intolerant of anything that hints of censorship due to the history of those who have tried to impose forms of extreme censorship–like Mcarthism, Hitler, and the like. The age of the 1960's and 1970's brought forth an era of
by himself on his beliefs, we turn to his followers for information on his beliefs. Plato documents many of Socrates’ conversations with the youth of Athens in his book, Plato’s Republic. In 405 BC Socrates was convicted (wrongly I might add) of corrupting the youth of Athens, interfering with the religion of the city, and for his intervention into politics. There is a text called `Apology’, which documents his unsuccessful defense speech before the Athenian jury. In 399 BC, surrounded by friends
naturalistic or true to life. The ideology that the Greek sculptors wanted to achieve greater naturalism is proven through the progression of the kouroi during the period. At a glance, three main features deem the Getty Kouros under the general classification of a kouros: hands, hair, and feet. The hands are clenched into fists. They remain at the sides of the body. The hair is arranged in a grid-like pattern. Thus, each strand is perfectly vertical, while remaining horizontally equivalent. And the
thirty-one at the time of publication, and it was not his first or the most violent piece. "The Solar Anus" which preceded it actually looks ahead to the serious ethnographic articles, albeit often of a scatological nature, which Bataille wrote for Documents, a short-lived journal which he edited and founded in 1929. Active in surrealist and avant-garde circles, Bataille courted the radical left of the political and aesthetic arenas, although his professional work compelled him to function within rigid
Classification of Gifted and Talented Students Many people have varying views on what classifies a student as gifted and talented. According to the Office of Gifted and Talented, six qualities determine giftedness. These qualities are intellectual ability as well as talent, scoring in the 97th percentile and above on aptitude tests, creative thinking, leadership ability, talents in the fine arts, and psychomotor abilities. Using the definition supplied by Bruce User, “a school system could
challenge and not a threat, the Vatican issued two documents encouraging the church to embrace the technology and help guide it to benefit all humanity. The documents said the Internet's interactive nature could help the church achieve the vision of communication between its members, moving away from the one-way, top-down communication of the past. Among practical responses to potential ethical and social problems related to the Internet, the documents recommended more industry self-regulation, a
electronic document. Most viruses infect programs, but newer viruses can infect documents as well. This is the case with macro viruses that infect Microsoft Word files. In fact, the number of these viruses has increased from 40 in 1996 to over 1,300 in 1998. Anyone who reads Word files created by others can be at risk. Infected documents spread easily and quickly, especially in environments where documents are shared. What is a macro virus? A macro virus is a program that infects documents and
this in Document H when Harry S. Truman declared " We have used it in order to shorten the agony of war, in order to save lives of thousands and thousands of young Americans." The third reason was to make sure America was the first to succeed in producing and effectively using an atomic bomb, to beat the Germans. In Document H Harry S. Truman states "We won the race of discovery against the Germans". The forth reason would be to simply get revenge for Pearl Harbor. Again (in Document H) this
Voice in Writing There are many different forms and styles used in writing. Writing is a form of communication that is used to document and express ideas people have. Through the years as people grow and learn knew ways of writing, writing awareness of a person will evolve into a much higher level of thinking. From the first term paper a person writes in high school to the papers they hand in at the college level, the writing will have matured over the years. The authors of writing develop new
The 1954 CIA Coup in Guatemala The 1954 coup that deposed the democratically elected government of Guatemala has long been acknowledged to have been the result of CIA covert action. Recently declassified documents have shown a new, and more sinister light, on the CIA's involvement in an action that gave birth to some of the most brutally dictatorial regimes in modern history. No one at this point will dispute the original involvement, but there are still those who maintain that this is all water
even act as an alarm clock. The purpose of a clock is to tell time on the outside; however, computer time is internal. The computer has its on time structure when it comes to completing tasks. For example, you might not be able to continue typing a document and save it simultaneously. On the outside, we are looking at the time we have to wait to continue our tasks but in the “computer’s microworld” this may be normal time passage. As far as the computer is concerned no extra time has been spent to complete
nature of conduct B. Claims of harassment 1. Quid quo pro 2. Hostile environment III. Types of Recourse A. Face-to-face B. Employer intervention C. Legal action IV. Prevention of sexual harassment A. Written document B. Proper and supervising C. Rumors and Innuendo V. Conclusion SEXUAL HARASSMENT IN THE WORKPLACE OF WOMEN Bernesha Benson SEXUAL HARASSMENT IN THE WORKPLACE OF WOMEN What is sexual harassment? It is the conduct to unwelcome and affect
because of the spiritual meaning behind them.’2 It is obvious that the Vedas are the main resources of the spiritual of Hinduism. Then we can give some information about Vedas, world’s oldest spiritual teachings. ‘The Vedas are probably the earliest documents of the human mind, they are the original scriptures of Hindu teachings. Veda means wisdom, knowledge or vision, and it manifests the language of the gods in human speech. The laws of the Vedas regulate the social, legal, domestic and religious customs
The Stamp Act The passing of the Stamp Act by Parliament in 1765 caused a rush of angry protests by the colonists in British America that perhaps "aroused and unified Americans as no previous political event ever had." It levied a tax on legal documents, almanacs, newspapers, and nearly every other form of paper used in the colonies. Adding to this hardship was the need for the tax to be paid in British sterling, not in colonial paper money. Although this duty had been in effect in England for over
Purpose The purpose of this document is to determine the requirements for Little Caesar’s Bookstore Management system. It also describes all the subsystems that constitute the functioning of this system and their interrelationships. Scope This document portrays, in full context, the requirements for developing the specific BMS solution. As such, it represents an important guideline and a complete reference for the upcoming phase of software development and idea generation. By applying a process
•Destroying Records/Documents Procedures • Shredding documents after their expiration dates Hard drives are to be stored on a USB drive and then stored in a safe if it contains pertinent information Once the information has expired according to the company’s policy, the information on the
SPD 614 Assignment 3.2 - Unit 3 Iris Analysis and End of Unit Reflection Name: Molly Boyne Date: September 14, 2015 Course: SPD 614 Instructor: #1: Review the 3 Iris Modules on the direction page for this assignment and complete the Iris Analysis and questions below. #2: Then… Complete the End of the Unit Reflection found at the end of this template. PART 1: Iris Analysis and Summary: Summarize the key points in “Perspectives and Resources” for ALL of the Iris Modules provided on the direction