K-means++ Essays

Abstract - Criminalisation is a social phenomenon, which has drastically increased in last few years. In order, to make the job of the investigating agencies easy, use of technology is important. Crime investigation analysis is a field where data mining plays a vital role in terms of predicting and analysing the criminals. In our paper, we have proposed an integrated model for physical crime as well as cybercrime investigation. Our approach makes use of data mining techniques for crime detection

Resistance training is a type of training that requires an athlete to work against a resistance, usually with the use of weights (Fleck and Kraemer,1951). Resistance training can lead to several adaptations over time such as: increased strength, power, mass and endurance (Haff and Triplett 1994). However, before these structural adaptations occur, the body must first go through neural adaptations. Seynnes, de Boer and Narici (2007) stated that it is widely accepted that the initial strength gain

In the story, “The Outcasts of Poker Flat” by Bret Harte, four of the town’s ‘undesirables’ are banished from Poker Flat so they set off to go to Sandy Bar. On the way there, they meet two newly weds who help them by letting them take shelter in a cabin. However, they wake up to find that one of them in the group, Uncle Billy, has taken the horses and went out on his own so now the rest of them are stuck in the cabin after a snow storm. John Oakhurst takes the role of the leader in the group and

that are emphasized, because they have a deeper meaning. They are emphasized to make sure the reader, as well as the characters in the novel have a truer understanding of what they mean and the importance they bear. Liesel uses two simple words to express how she feels about Ilsa’s situation, but those two words mean more that what she portrays them as, “Two Giant

Comfort. What does this word mean to you? An even better question is where does this mean to you? Everyone strives for a sense of comfort, whether that means what job you are at, who you are around, or what you are doing at the time. The game of baseball includes millions of people striving to find comfort in what they do between the lines, and that is demonstrated by the rituals and superstitions that surround the game of baseball. Certain people need to take the exact same way to the ball field

determine each pixel belongs to background or foreground.Wis the weights between the pattern and summationneurons, which are used to point out with which a pattern belongs to the background or foreground. They areupdated when each new value of a pixel at a certain position received by implementing the following function:Wt+1ib=fc(1−βNpn)Wib+MAtβ!(37)Wt+1i f=(1−Wt+1ib)(38)whereWtibis the weight between theith pattern neuron and the background summation neuron at timet,βisthe learning rate,Npnis the

The numerous horrific events in our airspace, significantly the September 11 or 911 incident shattered the sense of security of aviation. Before this incident, the only thing that we are afraid of whenever we are travelling via air or more on aircraft crashing and or hijacking. We always have the notion that with all the secured entrances, x-ray machines, and metal detectors nothing could go wrong in an airport more so inside an airplane. Who would ever think neither expects that we are sitting

goes onto comparing the onion to the moon. This is a metaphor, as a moon is generally is a symbol for love. She also says the “moon”, “promises light”, which probably means light to guide her lover through his difficulties. In the next stanza, Duff says “it will blind you with tears, just like a lover does”. Over here I guess she means tears of joy, which one would generally experience in a relationship. On the other hand normally a persons eyes only water when they cut the onion, which could be looked

with their own faults, told him to get back into Pete, and Harry followed accordingly. As soon as Pete came back to life, so did the party. The confident man roared at the people to liven the event, and they did as he said, far into the night. This means that though the people at the party know what is inside of Pete, they choose to ignore it and focus on his looks and feed off of his confidence. They shame Harry for ever wanting to come out and be himself, but the

In this paper, I will critique the philosophical puzzle, “If a tree falls in the forest and there's no one around to hear it, does it make a sound?” In my assessment, I will show how this question is part of the epistemological problem. Furthermore, I will present that this question is a puzzle because it reveals what we can verify to know based on sensory experience. Finally, I will explain how the empiricist, John Locke, will evaluate and answer the puzzle, “If a tree falls in the forest and there’s

linguistic symbols, images as symbols, imitation of others, playing and using simple words in order to think and react to its environment but their thinking is illogical and it is very different from adults. In this stage children are egocentric which means that they do not have the ability to see others’ points of view and they assume that others see their environment the same way as

Introduction: The Gait cycle “ The Gait cycle starts when one foot makes contact with the ground and ends when that same foot contacts the ground again”. (TheFreeDictionary.com, 2009) An entire gait cycle is made up of two steps. The Gait cycle can be divided into two phases that occur in cycles, the Stance phase and the Swing phase. As seen in figure 1 the stance phase accounts for 60% of the gait cycle, while the swing phase accounts for the other 40% of the cycle. Gait analysis is an essential

Humans develop differently in their own ways, this is because not everyone is the same and not everyone goes through the same experiences. Understanding how development works is crucial for understanding the growth and fulfillment of human potential. Erik Erikson describes this development as the eight stages of psychosocial development, in which he covered pretty much every stage of any individual's life. His background is something that influenced his work and helped him come up with an incredible

For each distinct pair of the scaled mean vector c and the network size N, the program produces an adjacency matrix of a loop-free digraph (with all diagonal entries 0). To construct the matrix A, the program constructs four matrices A_ij of size Ni by Nj. The elements of these matrices A_ij

1. In the following questions, select the one which is different from the other three options: (A) 36-42 (B) 72-12 (C) 48-18 (D) 56-76 Answer: D Explanation: Except D, all pairs are completely divisible by 6. 2. In the following questions, select the one which is different from the other three options: (A) Rectangle (B) Square (C) Circle (D) Rhombus Answer: C Explanation: Except circle, all others are parallelogram. 3. In the following questions, select the one which is different from the other

Equestrian sports have been entertaining humans for centuries. Many of these sports have turned fun entertainment into a business. The focus has changed from having fun to making as much money as possible. In every equestrian sport, questionable things are done to train and get horses to their “best” potential. Equestrian sports should have stricter regulations and enforcement in order to ensure and maintain the safety of the horse. The “Big Lick” gait should be banned from all horse shows due

Developing models based on the population data are called population modeling (pop modeling), where sparse sampling would be sufficient to obtain required data for modeling. Using population PK models, population kinetics parameters (volume of distribution (V), clearance (CL) etc.) and variability, as well as individual PK parameters can be obtained. Inter individual variability can be tested by adding them to the model as ‘covariates’. To assess drug effect such as adverse effect, biomarkers, change

is known to be isotonic. Osmosis is when molecules move from high concentrations to low concentrations with water. Diffusion is when molecules move from high concentrations to low concentrations. Water has to have a semi-permeable membrane, which means that only certain molecules are able to pass through due to size. Materials and Methods In step one of the lab, a dialysis tube had to be filled with 20-mL of potato starch solution and placed in a 500-mL beaker filled with 300-mL

LGI) set constrains on the value accessible to the two-times correlations functions $C_{ij}= \langle Q_{i}Q_{j} \rangle$, obtain measuring it at $t_{i}$ and $t_{j}$. The simplest of them is: \begin{equation}\label{LGI} -3 \leq K \leq 1 \end{equation} \begin{equation}\label{K} K=C_{12}+C_{23}-C_{31} \end{equation} This inequality is the focus of this chapter. Sections 2.1 is dedicated to the two assumptions required to obtain the inequality, a proof of (\ref{LGI}) is given. In section 2.2 I examine

1. Even though the human body is incredibly complex, it does have an underlying less complicated organisation. Briefly describe the 6 (six) levels of structural organisation of the human body in order from the smallest structural unit to the largest (in 130-150 words). 1. Chemical level – this is the simplest level where it involves the building blocks of matter called atoms. Atoms link together in different patterns to build molecules that perform important functions of life. Molecules are combined