Discuss two (2) methods for combining multiple anomaly detection methods to improve the identification of anomalous objects. You must consider both supervised and unsupervised cases in your discussion.

Answers

Answer 1

Answer:

Supervised anomaly detection is a process in data mining that uses a historic dataset of dependent variables and labeled independent variables to detect outliers or anomalies in the data been mined.

Unsupervised anomaly detection method uses unsupervised algorithms of unlabeled clusters to label and predicts and rule-out outliers or anomalies.

Explanation:

Anomaly detection is a method of identifying data or observations with high deviation or spread from other grouped data. Supervised and unsupervised machine learning algorithms are used to predict and detect abnormal datasets or outliers during data mining.

The supervised anomaly detection algorithm trains the model with a dataset, for the algorithm to derive a function it could use to predict outlier or anomalies. The unsupervised detection algorithm is able to cluster and label normal and abnormal data in the dataset, using this function to detect anomalies in future datasets.


Related Questions

While gaming online, Julian receives several insulting comments from another player. This is an example of
O denigration
O cyberstalking
harassment
O outing

Answers

Answer:

cyberstalking harassment

Explanation:

since Julian is being harrased or bullied online by someone

write c++ program from 1to 100 to find prime numbers using statement.

please help me​

Answers

Answer:

int count;

for (int i = 1; i <= 100; i++){

count = 0;

for (int j = 1; j <=i; j++)

if (i%j==0) count ++;

if (count == 2) cout << i << " ";

}

Is there anyone to awnser Tech questions​

Answers

Answer:

yes

Explanation:

yes please i know the answer

Which of these is an example of collective voice?
A. He hopes to make the world better for his children.
B. I have always dreamed of a kinder and better world.
C. We are here to make a better world for our children.
D. Your purpose is to make the world a better place.

Answers

Answer:

option C

hope it helps! please mark me brainliest..

Merry Christmas good day

Answer:

c

Explanation:

Squared Age as Year - A person born in 1980 can claim "I will be x years old in the year x squared." Write a python program to calculate how old a person born in 1980 will be when the value of their age (x) squared is equal to the year they are x years old on their birthday.

Answers

Answer:

40

Explanation:

its simple math

84 the the rout of 54

Write a Java program that launches 1000 threads. Each thread adds 1 to a variable sum that initially is 0. You need to pass sum by reference to each thread. In order to pass it by reference, define an Integer wrapper object to hold sum. Run the program with and without synchronization to see its effect.

Answers

Java is a 3D mental breakdown in the sim game and he has to play the game and play it with the same thing he has been doing wrong and he is a queen and he is

a clearly stated objective that how program should work and how it respond to a error is called??

Answers

Answer:

A Problem statement

Explanation:

I hope this is right

Should the security researcher have published exploit code that affects every version of Windows and cannot be patched

Answers

Answer:

No.

Explanation:

This is because there is probably the risk of malicious attackers grabbing the published exploit code that affects every window and then utilizes it for dubious purposes. Such as stealing vital information after gaining access.

The most ideal way for the security researcher to go about the exploit code that affects every version of the window is to meet the windows manufacturers, discuss the negative issues of windows software with them and eventually assist them in the software update to troubleshoot the patch.

A document template is a___

preformatted structure for a document
read-only document
type of reference for a document
passcode assigned to access a hidden document

Answers

The remember good thing about you you know that I don’t know but I love the internet to you see you I don’t know how you are to document your

Vehicle identification number, color, weight, and horsepower best exemplify: A. data markers. B. attributes. C. entities. D. entity types. E. identifiers.

Answers

Answer:

The appropriate alternative is option B (attributes).

Explanation:

An attributes or attribute seems to be a key cornerstone of good governance provided to individuals, a community, as well as something else.  Your greatest trait may be individuals ability to support others besides such as stopping traffic such that the duck or a bird community will further drive down the path.  

Other options really aren't connected to something like the situation in question. So the choice above would be right.

Question # 6
Dropdown
Choose the line of code that completes this program.

Output:

dog named Tiger

class pet:
def __init__(self,strSpecies,strName):
self.species = strSpecies
self.petName = strName

def __str__(self):
return self.species + " named " + self.petName

def changeName(self, newName):
self.petName = newName

# main program
myPetA = pet('dog', 'Spot')


print(myPetA)

Answers

Answer:

myPetA.changeName('Tiger') should be it

Explanation:

Answer:

myPetA.changeName('Tiger')

Explanation:

Correct answer edge 2020

Cyberbullying can negatively impact a victim’s
well-being.

Answers

Answer:

whats the questions

Explanation:

Answer:

Physical

Explanation:

took the test

Database are pranized in
consist of a series of
which consist of a senes of​

Answers

Answer:

fields and records I guess is the answer

A graph shows the relationship between two or more variables that?
a. can be represented by any of these
b. are represented by circles
c. are represented by dots
d. are represented by bars
Please Answer I really would like to know!!!

Answers

Answer:

A. can be represented by any of these

Explanation:

The function changeLocation is also called a _____.

class bike:
def __init__(self,size,idNum,color ):
self.size = size
self.location = 10
self.color = color
self.idNum = idNum

def changeLocation(self,newLocation):
self.location = newLocation


manipulator

initiator

method

constructor

Answers

Answer:

The answer is a method

Explanation:

Answer:

class and self

Explanation:

class Bike:

def __init__(self, str, float):

self.color = str

self.price = float

what happens if the formula or if the function is typed incorrectly? give some common error displayed in ms excel 2007 and their possible reason

Answers

Answer:

Excel displays the #VALUE! error when a formula has the wrong type of argument.

Explanation:

A business that helps people find jobs for a fee

Answers

career coaches is a business that help people to find job for free

Which sentence indicates that Jeff is mentioning the visual synopsis in his proposal while planning a media project?

In the proposal, Jeff states the reason to create the project. He also explains how his project will conclude with a perfect takeaway point. Jeff describes how he is going to tell the story through photography. He then mentions various strategies to engage his audience and describes plans to make sure that the project reaches his intended audience.

Answers

Answer:

I believe its the last question

Explanation:

Answer:

I would say describes plans to make sure that the project reaches his intended audience

Explanation:

none needed

To solve the difficulty of scaling memory organization, memories are physically organized into a ____-dimensional organization.
A) one
B) two
C) three
D) multi

Answers

Answer: two

Explanation:

Organizational memory is simply referred to as the accumulation of data or information that have been created for a particular organization.

To solve the difficulty of scaling memory organization, memories are physically organized into a two dimensional organization.

A Boolean expression is one that is either: Group of answer choices x or y None of the answers are correct Positive or negative True or False

Answers

Answer:

True or False

Explanation:

Boolean logic refers to a theory of mathematics developed by the prominent British mathematician, called George Boole. In Boolean logic, all variables are either true or false and are denoted by the number "1" or "0" respectively; True = 1 or False = 0.

Additionally, Boolean logic allow users to combine keywords with Boolean operators (quotes, AND, OR, near/n) to give a more personalized and relevant search results.

Hence, a Boolean expression is one that is either True or False and it is also known as logical expression.

Steve is creating a document with proper nouns, which Word continues to identify as being misspelled.

Which of these steps should he do in this situation?

Skip the Spell Checker.
Right-click the noun and choose Ignore All.
Right-click and Add to dictionary.
B and C are correct.

Answers

B and c are correct answer

list down four ways to start word 2010​

Answers

1Locate the Word icon on the Start button's All Programs menu. Don't click to start Word now!
2Right-click the Microsoft Word 2010 menu item. A pop-up menu appears.
3Choose Send To→Desktop (Create Shortcut).
4Press the Esc key to hide the Start button menu and view the desktop.

In a paragraph or two, discuss the similarities and differences between NTFS, Share, and Linux permissions..

Answers

The similarity between NTFS Share and Linux permissions is that they change the access permissions.

The difference is that NTFS permissions allow you to provide users with more granular access while share permissions are easier to manage and apply.

How to illustrate the information?

Share permissions do not apply to users who are logged in locally to the server, but NTFS permissions do. Share permissions, as opposed to NTFS permissions, let you limit the number of active connections to a shared folder. Share permissions are set up in the "Permissions" settings' "Advanced Sharing" properties.

The most restrictive permission will take precedence over the other if you employ NTFS permissions and sharing permissions simultaneously. The user will only be able to read the file or have a look at the things in the folder, for instance, if NTFS share permissions are set to Full Control but share permissions are set to "Read."

In conclusion, NTFS permissions allow you to provide users more granular access while share permissions are easier to manage and apply.

Learn more about Linux on:

https://brainly.com/question/25480553

#SPJ1

which of the following is a valid c++ identifier a. mouse b. _int c. 2_stop d. float​

Answers

What are you taking abt

The User Datagram Protocol (UDP) is called the connectionless protocol because: It does not attempt to fix bad packets but resends lost packets. It attempts to fix bad packets but does not resend lost packets. It does not attempt to fix bad packets or resend lost packets. It fixes bad packets and resends lost packets.

Answers

Answer:

The User Datagram Protocol (UDP) is called the connectionless protocol because:

It does not attempt to fix bad packets or resend lost packets.

Explanation:

Ports are openings or entrance doors through which data packages have access to a PC or server.  TCP and UDP are transport protocols with port numbers.  TCP means Transmission Control Protocol.  They are used to connect two devices over the internet and other networks.  UDP means User Datagram Protocol.  They are used to connect applications and to speed the transfer of data.  Comparatively, UDP is faster, simpler, and more efficient than TCP.  TCP enables retransmission of lost data packets, which UDP cannot do.

Design an algorithm that takes in a stream z1, . . . , zM of M integers in [n] and at any time t can output a uniformly random element in z1, . . . , zt . Your algorithm may use at most polynomial in log n and log M space. Prove the correctness and analyze the space complexity of your algorithm. Y

Answers

Answer:

import random

def rand_select(*args):

   selected = random.choice(args)

   print( selected)

rand_select(12,32,43,54,2,34,65,2,64,74,97)

The space complexity of this program is O(1)

Explanation:

The list of arguments to the function is assigned to the variable "args" and the random's choice method randomly picks an item and assigns it to the variable "selected", then the variable is printed out on the screen. The memory used is 1 + 1 = 2, which is a constant, therefore making the space complexity to be O(1).

need help with my cs110​

Answers

Yes so the it’s C 283 cause I think yes can

An attempt to generate a large number of session IDs and have a server process them as part of a session hijack attempt is known as what type of attack

Answers

Answer:

An attempt to generate a large number of session IDs and have a server process them as part of a session hijack attempt is known as

TCP Session Hijacking.

Explanation:

TCP Session Hijacking is a cyber-attack in which illegitimate access is acquired to a client's server in the network.  The attacker then hijacks the TCP/IP session by reading and modifying transmitted data packets and also sending requests to the addressee's server.  To achieve this attack effectively, the hacker generates a large number of session IDs, thereby confusing the client's server to process them as a part of the users' sessions. Sessions (a series of interactions between two communication end points) are used by applications to store user parameters and, they remain alive until the user logs off.

You are designing an internet router that will need to save it's settings between reboots. Which type of memory should be used to save these settings?
a. Disk
b. Does not matter
c. SRAM
d. Flash
e. DRAM

Answers

Answer:

d. Flash

Explanation:

A flash memory can be defined as an electronic non-volatile memory chip (storage medium) that is typically used on computer systems and other digital devices such as routers, USB flash drives, switches, digital cameras, mp3 players etc. A flash memory is an electronically erasable programmable read only memory (EEPROM) and as such data saved (written) on it can be erased electronically. Also, a flash memory do not require a source of power (electricity) to save or retain data through the use of a floating gate MOSFET (FGMOS) or floating gate transistor.

In this scenario, you are designing an internet router that will need to save it's settings between reboots. The type of memory that should be used to save these settings is a flash memory because it does not require power to write or save data.

Hiya people. I am a game developer and I need an idea for a new game. If you have any ideas, pls feel free to tell me. Best idea gets brainliest.

Answers

Answer:

A better RPG game all the one that are existing are the same dull thing

Explanation:

Answer:

There are many ideas you can get for games but now-a-days action games are getting more fame than others such as fortnite, freefire, pubg etc. I prefer you to make a game that is relatated to action or adventure. You can make it related to zombie hunting, or online fighting games, or some adventurous games like tomb raider.

Other Questions
when a person is asked a question about a political issue that he or she has little interest in and has not thought much about, that persons answer will likely reflect . question 3 options: a) Anna had chronic allergies. She was allergic to pollen in the spring. She was allergic to hay in the fall. She was even allergic to her aunts cat.Based on the context, which best defines chronic? Responses1.sometimes occurring2.seldom occurring3.frequently occurring4.randomly occurringPLEASEE NEED HELP a manager's reluctance to delegate, as seen in the video, relates to which of the four management functions? You buy a $100 ticket to a theme park and once inside you can ride on as many rides as you want at no extra cost. In this case, the opportunity cost of going on each ride will be zero. True or false?. Two parents are concerned that their new baby, who has blonde hair, may have been switched in the hospital. The mother is homozygous for her brown hair, and the father is heterozygous with brown hair as well. Some members of the family have blonde hair. Is this possible? Did the hospital make a mistake? Justify your answer. Be very detailed in your explanation in order to receive full credit. Be sure to include the genotypes the parents would need to have. You have a substance with a half-life of 9 days. How much of it will be left after 36 days? given the equation of :y-5=25/2=25/2(x+4) what is the slope of any line parallel? M= blank PLEASE HELPb) Darragh is inflating a balloon in the shape of a sphere. When fully inflated, the balloon has a radius of 15 cm. (i) Find the volume of Darragh's balloon when it is fully inflated. Give your answer in cm, in terms of it.solutions pls the organelle within the cytoplasm that is involved in the oxidative conversion of foodstuffs into usable cellular energy is the . nderstanding peoples metacognitive judgments: an isomechanism framework and its implications forapplied and theoretical research if the united states exports more goods/services than it imports, then the united states would have a(n) MAYA WALKED 34 1/2 MILES . KALEB WALKED 24 1/2 MILES. HOW MANY MILES WS WALKED IN TOTAL What reasons for independence are given in theDeclarationofIndependence? If wood flooring costs 39.97 per square yard, how much will it cost to cover a room 15 feet by 25 feet? papers that cite high risk cohort study for psychiatric disorders in childhood: rationale,design, methods and preliminary results How many moles of iron will be made from 13.54 moles of carbon? HOW CAN YOU TELL A FAKE LE CREUSET? A wrecking ball has a mass of 650 kg. it swings from a cable that is 21 m long. the centripetal force on the ball is 56 n. what is the tangential speed of the wrecking ball? 1.3 m/s 1.8 m/s 46 m/s 870 m/s find derivative from first principle:x tanx Governments of the first millennium BCE utilized administrative innovations to manage growing populations and expanding territories. How were these new ideas about order, procedure, and ethics mirrored in the ideas of Axial Age thinkers?