a novel deep metric learning model for imbalanced fault diagnosis and toward open-set classification

Answers

Answer 1

Intelligent fault diagnosis based on deep neural networks and big data has been an attractive field and shows great prospects for applications.

What is novel deep metric learning model?

Unbalanced fault data and a quadruplet data pair design approach are taken into account in the unique deep metric learning model that is proposed, which may effectively and robustly enhance the performance of unbalanced fault detection.

What is intelligent diagnosis?

In recent years, the field of intelligent diagnosis methods based on data-driven and deep learning has gained popularity and significance. However, the imbalance of time-series defect is a critical issue that needs to be resolved in scenarios of practical application. This research suggests a novel deep metric learning model that takes into account quadruplet data pair design and imbalanced fault data. Based on this data pair, a quadruplet loss function that considers both the intra-class data distribution and the inter-class distance is proposed. This quadruplet loss takes imbalanced sample pairs into particular consideration.

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Related Questions

guano from fish-eating birds is a commercial source of this element.

Answers

guano from fish-eating birds is a commercial source of Nitrogen and phosphate.

Droppings from a variety of fish-eating seabirds, including pelicans, seabirds, gulls, petrels, penguins, and cormorants, make up the guano. Guano is an excellent source of nitrogen and phosphorus for fertilizer. Guano is a fertilizer made from the accumulated waste products of seabirds, bats, and seals.

The majority of bird guano originates from islands off the shores of Africa, Baja (Lower) Mexico, and Peru that are home to seabirds, pelicans, and gannets in large numbers. For many thousands of years, people have utilized this bird dropping, often known as guano or "white gold," to fertilize their crops.

That's a result of its abundance in nitrogen, two essential nutrients for plant development. Guano is the poop of bats or birds. Your windscreen can get smeared in seagull guano if you leave your automobile parked close to the harbor.

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what white house enhancement did president truman receive as a present?

Answers

Answer:
The bowling alley
Explanation:
I’m smart✨

what did joseph wolpe's proposed theory based on classical conditioning explain?

Answers

Joseph Wolpe's proposed theory, known as systematic desensitization, explained the treatment of anxiety and phobias through the principles of classical conditioning.

Wolpe believed that anxiety and fear responses could be learned and unlearned through a process called counterconditioning.

According to Wolpe's theory, anxiety and phobias are acquired through a process called classical conditioning, where a neutral stimulus becomes associated with a fear-provoking stimulus and elicits a fear response. For example, a person may develop a fear of dogs after being bitten by one.

Wolpe's systematic desensitization aimed to countercondition these learned fear responses by pairing the fear-inducing stimulus (such as dogs) with a relaxation response. The individual is gradually exposed to the feared stimulus in a controlled and relaxed state, starting with situations that provoke minimal anxiety and progressing to more anxiety-provoking situations.

Through repeated exposure and relaxation, the individual learns to associate the feared stimulus with relaxation instead of fear, leading to a reduction in anxiety and ultimately the extinction of the fear response.

Wolpe's theory and technique of systematic desensitization have been widely used in the treatment of phobias, anxiety disorders, and other fear-based conditions, demonstrating the practical application of classical conditioning principles in therapeutic settings.

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Recommend one practical strategy that could be implemented to ensure the effectiveness of the campaigns.Indicate how strategy may contribute to the success of the campaign

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One practical strategy that could be implemented to ensure the effectiveness of campaigns is to involve the local community in the planning and execution of the campaign.

One practical strategy that could be implemented to ensure the effectiveness of campaigns is to involve the local community in the planning and execution of the campaign. This can be done by forming a local committee or task force that includes representatives from various segments of the community, such as religious leaders, educators, youth groups, and non-profit organizations.

By involving the local community, the campaign can be tailored to the specific needs and challenges of the community, and local leaders can help to spread the message and mobilize support. This can increase the reach and impact of the campaign and help to build a sustained movement for change.

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In calling for the application of an intersectional health equity lens, López and Gadsden begin from the assumption that .
a. health inequities stem mainly from biological and genetic predispositions that affect different racial and ethnic groups
b. we have adequate knowledge of the determinants of health for all groups; we just need to convince practitioners to apply that knowledge to bring about equity
c. race, class, gender, and other axes of social identity are intertwined and mutually constitutive
d. health inequities are largely the result of patterns of individual behavior, such as diet, exercise, and preventative health care

Answers

c. López and Gadsden assume that race, class, gender, and other axes of social identity are intertwined and mutually constitutive.

In their call for an intersectional health equity lens, López and Gadsden begin from the assumption that health inequities are influenced by the complex interplay of race, class, gender, and other social identity factors (option c). They recognize that these factors are not independent of each other but rather are intertwined and mutually constitutive. This approach highlights the importance of understanding the multifaceted nature of health disparities and the need to address them from a comprehensive perspective.

By applying an intersectional health equity lens, researchers and practitioners can better identify and target the root causes of health inequities, create tailored interventions, and promote health equity across different racial, ethnic, and social groups.

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I need help for this thingy

I need help for this thingy

Answers

Location - The book takes place in Western Australia, specifically the regions of Jigalong, Moore River, and Perth. These locations are significant to the story as they show the vast distances the Aboriginal girls had to travel to return home.

What is the Themes?

Place - The places depicted in the book have different physical and human characteristics. Jigalong is a remote town where the girls lived with their families before being taken away, and it has a strong sense of community. Moore River, on the other hand, is a government-run settlement where the girls were forced to live, and it lacked the warmth and familiarity of Jigalong.

Movement - The story revolves around the journey of the three Aboriginal girls as they escape from the Moore River Settlement and trek over 1,000 miles across the Australian outback to return home. Their movement is hindered by the harsh terrain and the efforts of authorities to capture and return them to the settlement.

Therefore, in terms of Region - The book highlights the cultural and linguistic diversity of the Aboriginal people living in Western Australia. The girls come from different regions and have unique languages and customs. The story also depicts the stark contrast between the Western Australian outback and the modern city of Perth, showcasing the distinct regions of the state.

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What is an area of land that is part of a larger area and that has its own government

Answers

Answer:

It is usually considered a lowland Hopefully this helps!

How does unequal status in society set the stage for prejudice and discrimination?

Answers

Prejudice can become dangerous if it is spread on a large scale. In media such as newspapers, tv, or radio, for instance. Or on social media. If negative things about a specific group are repeated over and over, then we have to be careful. Especially if no one counters these ideas, more and more people may end up believing the prejudice.

Which of these rights is the text accusing the acts of violating?freedom of religion and of assemblyfree speech and freedom of the pressthe right to bear arms and trial by jury

Answers

The right to bear arms and trial by jury, is the text accusing the acts of violating. Thus, option (c) is correct.

Information theft from federal agencies' computers, computers used for interstate commerce, or computers owned by financial institutions are a few examples of crimes. Unauthorized use of a computer in a government setting. a system or data breach.

In light of this, it is against the law for authorities to apply laws inconsistently or to base their decisions more on their own judgment than on accepted standards.

Therefore, option (c) is correct.

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Your question is incomplete, but most probably the full question was.

Which of these rights is the text accusing the acts of violating?

A. Freedom of religion and of assembly

B. Free speech and freedom of the press

c. The right to bear arms and trial by jury

The constitution declares india as union of states although it does not use the word federation, the india union is based on the principles of federalism how can this be substantiated

Answers

Answer:

Indeed, the word "Federation" is not used in the constitution which creates India's government. It's Federalism, however, can be still be proven because:

It has a trilayered structure of government comprising the Local, State, and Central Government. According to the laws of India, each level of its government has powers to pass laws. However, the central government has more powers over the other tiers of its legislature. The legislative arms within India's tiers of government according to the hierarchy (descending order) are Union, State and Concurrent. The most powerful tier of India's government, which is also regarded as central, is the Union Government.

Cheers!

form of natural selection in which the individuals near the center of a distribution curve have higher fitness than individuals at either end of the curve
stabilizing selection
distruptive selection
directional selection

Answers

The form of natural selection in which the individuals near the center of a distribution curve have higher fitness than individuals at either end of the curve is called stabilizing selection.

What is natural selection?

Natural selection is the method that causes an organism to adjust to its surroundings, adapt to its environment, and evolve into a new species. Natural selection is the process of adaptation that allows species to survive and thrive.

In natural selection, a species adapts to its environment over time. The environment determines which traits are advantageous, and those traits are then passed on to the next generation through reproduction.

What is stabilizing selection?

Stabilizing selection is a type of natural selection in which the individuals near the center of a distribution curve have higher fitness than individuals at either end of the curve. This type of selection happens when the environment is stable, and the extremes are harmful to the species.

For example, suppose a population of lizards had a range of body sizes, and the average size was the most advantageous. In that case, stabilizing selection would occur, and individuals with the average body size would have higher fitness than individuals with smaller or larger body sizes.

As a result, the population would continue to evolve to have more and more individuals with average body size over time.

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Which idea was the pentition of right most directly responsible for

Answers

the Petition of Right was primarily responsible for promoting and safeguarding individual rights, including the principle of habeas corpus, the requirement of parliamentary consent for taxation, and the protection against the abuse of martial law and quartering of soldiers. It was a pivotal document that laid the foundation for constitutionalism, limited government, and the protection of fundamental rights in England.

The Petition of Right, enacted in 1628 in England, was a document that sought to limit the power of the monarchy and protect the rights and liberties of the people. It was a response to the oppressive rule of King Charles I and his disregard for the rights of the subjects. The Petition of Right had significant implications and was directly responsible for the protection of several fundamental rights.

One of the key ideas addressed in the Petition of Right was the principle of habeas corpus. This principle ensures that individuals cannot be unlawfully detained or imprisoned without sufficient legal justification. The petition demanded that no free man should be imprisoned without due process of law, emphasizing the importance of individual rights and the rule of law. The inclusion of habeas corpus in the Petition of Right played a crucial role in safeguarding personal liberties and preventing arbitrary imprisonment.

Additionally, the Petition of Right sought to address the issue of taxation without consent. It stated that the king could not impose or collect taxes without the approval of Parliament. This principle of parliamentary consent for taxation became a cornerstone of representative government and the limitation of royal authority. It established the idea that the power to tax rests with the representatives of the people, ensuring that the monarch could not impose excessive financial burdens on the subjects without their consent.

Furthermore, the Petition of Right aimed to curb the abuse of martial law and the quartering of soldiers in private homes. It asserted that martial law should not be declared in peacetime and that soldiers should not be billeted in private residences without the consent of the owner. These provisions protected individuals from arbitrary military actions and invasions of privacy, emphasizing the importance of civil liberties and the limitation of military power.

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Invader groups, such Is the
terrorized the Western half of the Roman empire in the 5th century AD.
а
Turks
b
Huns
c
Slavs
d
Creeks

Answers

Answer:

The Huns

Explanation:

The Huns that’s the answer

Which country was a leader of the communist nations during the Cold War?

Vietnam

United States

Soviet Union

China

Answers

The Sovit Union was the leader during the Cold War

Answer:

Soviet Union

Explanation:

so true

Describe what it shows about changes in European life at the end of the Middle Ages that led to the flowering of arts and learning called the Renaissance. Include the following words in your explanation: trade, banking, towns, city-states, classical, humanism

Answers

As Europe transformed from the Middle Ages to the Renaissance, the each day life of the common individual changed as well.

People began to experience greater luxuries, nicer clothes, finer foods, and the arts. The shift among the Middle Ages and the Renaissance changed into as soon as characterized through manner of brilliant socio-economic, political, and spiritual changes. Politically, the feudal tool of the Middle Ages changed into exchanged for a greater regular centralized republic/monarchy device that gave the humans extra freedom and input. In conclusion, historians have diagnosed several motives of the Renaissance in Europe, including: improved interaction among one-of-a-type cultures, the rediscovery of historic Greek and Roman texts, the emergence of humanism, one of a kind inventive and technological innovations, and the influences of war and death.

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20 POINTS PLEASE HELP
name two ways real minimum wage earners are different from people stereotype of minimum wage earners

Answers

Real minimum wage earners are different from stereotyped minimum wage earners in the huge diversity and backgrounds they represent.

Although there are various region-specific differences possible, let us analyse the two most important differences:

1. Real minimum wage earners actually work very hard to earn the bread as compared to other salaried people. This hugely differs from their perception of lackadaisical workers.

2. Real minimum wage earners are also trapped in a 'cycle of poverty, often lacking a "culture of excellence" (as theorised by sociologist Oscar Lewis). On the other hand, they are stereotyped as being less capable of earning a higher wage owing to their incapacity.

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20 POINTS PLEASE HELPname two ways real minimum wage earners are different from people stereotype of

Do you think it is fair that representatives and senators have benefits that include things like free postal services when they already make over $100,000?

Answers

Answer:

No

Explanation:

This question is more of a personal opinion, that being said I do not think it is fair. In a fair world individuals that make large quantities of money such as 100,000 should be the ones that have to pay for such services as postal services. Individuals that do not make as much should be the ones receiving these benefits such as postal service because it is already difficult for them to pay their necessities to live and do not always have enough to pay for such services.

Hi there,
I would like someone to help me out with this..
How much of the earth does the following forests cover(I need the percentage)

a)Thorn and scrubs forest
b)Tropical deciduous forests
c)Swamp forests
d)Himalayan dry temperate forests
e)tropical evergreen forests

Thank you!

Answers

Answer:

i think it will be latter B

Explanation:

the best answer

Explain the main aspects of citizenship education in post-apartheid South Africa. Explain the main aspects of citizenship education in the United Kingdom. Discuss TWO of the main features of the apartheid state in South Africa.

Answers

The process of informing and educating people about their status as citizenship education, their rights, and responsibilities, as well as the necessity of cooperating with other citizens to create their community.

As an academic subject, citizenship education is taught in schools alongside sociology and politics. Different nations refer to it by different names; for instance, the UK refers to it as "citizenship education," the US refers to it as "civics," and certain European nations refer to it as "education for democratic citizenship."

Being a legally acknowledged citizen of a nation has several advantages, some of which may include - depending on the nation - the rights to social security, health care, public education, voting, holding public office, and land ownership.

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What 3 white supremacist groups formed during Reconstruction

Answers

Answer:

I think one was the KKK?

Explanation:

This catholic country also celebrates all saints and all souls day on november 1 and 2. It is known as la festa di ognissanti. What country celebrates this tradition?.

Answers

Italy celebrates all saints and all souls day on november 1 and 2. It is known as la festa di ognissanti.

All Saints' Day is a national holiday in Italy as well as a Catholic feast day. Post offices, banks and education institutions are closed nationwide on this day. The day is devoted to remembering all of the martyrs and saints who gave their lives to uphold Catholicism. Although the event may seem sad, the day itself is joyful. Many Italians join the famous midday mass following a vibrant procession through the city center. The remainder of the day is naturally devoted to a wonderful meal with friends and family.

Italians observe Il Giorno dei Morti, sometimes referred to as The Day of the Dead or All Souls' Day on the morning of November 2 as a day to honor the deceased. People visit cemeteries with flowers and candles to honor their departed loved ones. Families come together for another feast after paying respects. Each area has its own distinctive dolci dei morti or bread sweets.

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A numerical outcome of a probability experiment is called.

Answers

Answer:

descriptive statistic probability function

Explanation:

The bill of rights are the only rights people have true or false?!

Answers

Answer:

True no hate if I'm wrong :)

Please help! I will give brainliest! <3

scientists use fossil as a window to the past which allows them to hypothesize about past events. Fossils can be found in which of the following?

F. Granite rock
G. Igneous rock
H. Metamorphic rock
J. Sedimentary rock

Answers

Answer: H.metamorphic rock hope this helps !!

Explanation:

can g et brainiest


How is the use of symbols related to culture?

Answers

Answer:

Symbols mean something and show what you stand for and against so different cultures can show what their for and against by using symbols related to what ever they stand for or don't.

Explanation:

The use of symbols is closely related to culture as symbols are powerful tools for communication and representation within a specific cultural context.

Symbols in culture

Symbols are objects, words, gestures, or images that carry meaning and convey messages. They serve as a language of sorts, allowing people within a culture to communicate and understand concepts, ideas, and values.

Culture consists of shared beliefs, customs, traditions, and practices of a particular group of people. Symbols are integral to culture because they represent and embody these cultural elements. They help transmit and preserve cultural knowledge, norms, and values from one generation to another.

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Which statement describes one role of minerals during cementation?

Minerals bind sediments together.
Compressed minerals form new rock.
Sediments dissolve and bind minerals together.
Spaces between minerals are filled with sediments

Answers

Answer:

Minerals bind sediment together

Explanation:

Answer:

other person is correct lol

Explanation:

Which cultural region is correctly matched to a group of states?

Answers

Answer:

The Christian faith?

Explanation:

The Midwest: Nebraska, South Dakota, Iowa

Why does the Constitution have checks and balances?

Answers

Checks and balances are to divide powers between branches so one branch wouldn’t have all the powers this is can also be said as guarding against tyranny

Answer:

The system of checks and balances is an important part of the Constitution. With checks and balances, each of the three branches of government can limit the powers of the others. This way, no one branch becomes too powerful. Each branch “checks” the power of the other branches to make sure that the power is balanced between them.

Explanation:

provide four reasons how non-profit organizations are helpful to the growth and wellbeing of South Africa

Answers

Non-profit organizations (NPOs) play a crucial role in the growth and well-being of South Africa in the following ways:

What crucial roles do they play?

Addressing social needs: NPOs provide support and services to underserved communities, addressing social needs such as education, healthcare, and poverty alleviation.

Promoting advocacy and social change: NPOs raise awareness and advocate for social change on critical issues affecting South Africa, such as human rights, gender equality, and environmental sustainability.

Enhancing economic development: NPOs often collaborate with government and private sector partners to support small businesses, job creation, and economic growth in disadvantaged communities.

Fostering social cohesion: NPOs bring together people from different backgrounds and communities, fostering social cohesion and strengthening the fabric of South African society.

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Analyze the map below and answer the question that follows.


A satellite map of India. An island of the southern coast of India is circled.

Image courtesy of NASA


Which nation is circled on the map above?

A.

India

B.

Pakistan

C.

Sri Lanka

D.

Bangladesh


Please select the best answer from the choices provided

A

B

C

D

pls help timed test

Answers

Answer:

i think pakistan letter B.

Answer:

the correct answer is D

Explanation:

i just did it.

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which market analysis component includes consideration of the state of the economy, the physical environment, government regulations, and technological developments? multiple choice question. help me out with the answer Do you feel that the government has gone too far in the name of fulfilling one of its six roles? Which sentence uses the word in bold correctly?Her argumentative nature caused everyone else to avoid her.The argumenting between them eventually led to a divorce.Our friendship was argumentably the best I've ever had.I argumented him until he finally gave in, and I won! what is 6 divided by 9 Fill in the blanks on the pattern: 98, 97, 95, 92, 88, ___, ___ Pocso Group of Institutions has hired you to set up a LAN connection so that the students in the hostel can easily avail the prerecorded classes. These classes are provided through video lectures on the desktops situated at the common rooms for each hostel within the campus. Which of the following standards will you apply to provide the fastest transmission for their requirement?a.10BASE-Tb.10GBASE-Tc.100GBASE-Td.100BASE-TX packaging a. can serve as a useful enhancement tool. b. can increase costs to the consumer. c. can serve as a useful promotional tool. d. is concerned with protecting the product in shipping and on the shelf. e. all of the above are true. only the licensee not the server can be charged criminally for serving a minor. t/f Help It's work for tomorrow Hello Can you help Me with This Asap? i uh kinda need it today- am very sorry if thats asking for alot :((( Been in a sad mood What is the solution to the system of equations?3x+10y=-475x - 7y=40O (1.-5)O (1,5)0 (-1,-5)0 (-1,5) What is the q1 of 531 469 573 206 374 421 505 489 702 Use the PhET simulation to identify what happens to the concentrations of a dilute Drink mix mixture or a pure Drink mix solution for the following scenarios. A pure Drink mix solution can be obtained by draining all the mixture, then adding Drink mix to the container as a Solution (radio button in the upper right area of the simulation). Note that the Concentration meter can be placed toward the bottom of the container or in the stream of the Drink mix. Drag the appropriate items to their respective bins. 4(x-5)=3x+7 how many solutions are there How does magnesium hydroxide provide relief for indigestion?(1 point)Magnesium hydroxide is an acid that neutralizes HCl in the stomach.Magnesium hydroxide reacts with HCl to produce a solution that is neutral.Magnesium hydroxide is an acid that digests food in the stomach. Magnesium hydroxide produces magnesium chloride salt, which neutralizes HCl. what is the rms-current irms in the circuit when vrms = 30.0 v, c = 1.8 f, and f = 4.0 khz? Summarize the challenges faced by Everest's climbers. Cite textual evidence in your response. Please answer all of the blanks.4. Consider the demand equation given by: Qd = 120-20P. Total revenue by $ (increases/decreases) This total effect can be decomposed into a price effect which caused total revenue to (increase/decreas Evaluate the given function for x=5 please help !