Omnigram explorer: an interactive tool for understanding Bayesian networksBayesian Intelligence
We describe the design of Omnigram Explorer (OMG), an open-source tool for the interactive exploration of relationships between variables in Bayesian networks (and other complex systems). OMG is designed to help researchers gain a holistic, qualitative understanding of the relationships between variables, specifically providing interactive, visual support for observational sensitivity analysis. OMG is especially useful for high-lighting dependencies between variables and small groups of variables. It's designed for exploratory analysis of BNs (and other models) and for communicating the salient features of models to non-specialists.
Kevin Korb - http://www.csse.monash.edu.au/~korb
Tim Taylor - http://www.tim-taylor.com/
Seventh Annual Conference of the Australasian Bayesian Network Modelling Society conference (ABNMS2015) - Monash Caulfield, Melbourne, Australia 2015: http://abnms.org/conferences/abnms2015/
ECS 111 Homework ProblemsJanuary 20181) Choose a region (.docxSALU18
ECS 111 Homework Problems January 2018
1) Choose a region (state, province, part of a country or country) and discuss their carrying capacity relative to Lester Brown’s three factors. Include the constraint in terms of the current populations and future population trends.
2) Describe the various ways that water is used as an ecosystem service. How do these uses impact ecosystem function? Provide examples.
3) Discuss examples of soil loss and their causes. How can these be tied to population transitions in human civilizations?
4) What is meant by population transition? Briefly describe the recent changes in human populations and the driving factors involved. Historically what other transitions have occurred? Is this a constant process or have there been periods with larger changes? What has the role of technology played in different population transitions?
5) If births (b) are influenced by population density (N) such that b = bo - N, and deaths (d) by d = do + N rewrite the equation for population change
dN/dt = (b=d) N
as a logistic equation
dN/dt = r N (1 – N/K).
What are the r and K terms in terms of b and d?
6) The current turmoil in the Middle East is causing sharp transitions in populations and a great deal of environmental damage. Summarize the recent history of these events and the social economic problems behind them. Include an explicit discussion of demographics of the situation.
7) The western United States is currently experiencing a prolonged drought. It is especially severe in California.Write a short essay focusing in on one aspect of the situation. For example, one might discuss the impact this is having on a particular food such as almonds or a commodity such as cotton. Another topic might be wild fires.
ECS 111 Spring 2018
Dr. Olson
Writing Tips for Homework:
Homework and rewrites of test questions will be graded primarily based on the scientific and analytical content of the work. This includes an adequate use of citations to appropriate literature, use of appropriate analytical tools including proper introduction and explanation of equations and calculations used to consider the problems, a concise discussion of the conclusions of the work. Homework assignments are considered part of your own work and therefore should not include material copied from other sources. To do so is plagiarism and will be grounds for disciplinary action. Below the basic formats expected and some guidelines for layout of assignments are outlined.
References: Appropriate references are typically considered to stem from juried (reviewed) literature. This means that the work should have been reviewed and published in scientific or engineering journals. Citing textbooks is allowed when documenting well known techniques and or solutions to specific mathematical problems. In general, it is not appropriate to quote a text book when the object is to refer to a specific piece of work in the juried literature. Instead it ...
The PARADIM Materials Innovation Platform has launched a revolutionary, streaming-data-based approach to the design and creation of new interface materials – new materials with the unprecedented properties needed to realize exciting technologies like quantum computing. PARADIM is a state-of-the-art scientific facility at Cornell, Johns Hopkins, and Clark Atlanta Universities that produces a firehose of complex and highly varied data. To build our data layer we’ve implemented Apache Kafka with newly developed, end-to-end encryption to connect our instruments, users, and world-class experts. Data reduction, analysis and management connect seamlessly to real-time ML tools in an integrated materials design workflow. At PARADIM, this flexible, scalable, and fault-tolerant data streaming is creating a new paradigm for collaborative science in the age of materials Big Data.
Temporal Web Dynamics and Implications for Information RetrievalNattiya Kanhabua
In this talk, we will give a survey of current approaches to searching the
temporal web. In such a web collection, the contents are created and/or
edited over time, and examples are web archives, news archives, blogs,
micro-blogs, personal emails and enterprise documents. Unfortunately,
traditional IR approaches based on term-matching only can give
unsatisfactory results when searching the temporal web. The reason for this
is multifold: 1) the collection is strongly time-dependent, i.e., with
multiple versions of documents, 2) the contents of documents are about
events happened at particular time periods, 3) the meanings of semantic
annotations can change over time, and 4) a query representing an information
need can be time-sensitive, so-called a temporal query.
Several major challenges in searching the temporal web will be discussed,
namely, 1) How to understand temporal search intent represented by
time-sensitive queries? 2) How to handle the temporal dynamics of queries
and documents? and 3) How to explicitly model temporal information in retrieval and ranking models? To this end, we will present current approaches to the addressed problems as well as outline the directions for future research.
Cosmetic shop management system project report.pdfKamal Acharya
Buying new cosmetic products is difficult. It can even be scary for those who have sensitive skin and are prone to skin trouble. The information needed to alleviate this problem is on the back of each product, but it's thought to interpret those ingredient lists unless you have a background in chemistry.
Instead of buying and hoping for the best, we can use data science to help us predict which products may be good fits for us. It includes various function programs to do the above mentioned tasks.
Data file handling has been effectively used in the program.
The automated cosmetic shop management system should deal with the automation of general workflow and administration process of the shop. The main processes of the system focus on customer's request where the system is able to search the most appropriate products and deliver it to the customers. It should help the employees to quickly identify the list of cosmetic product that have reached the minimum quantity and also keep a track of expired date for each cosmetic product. It should help the employees to find the rack number in which the product is placed.It is also Faster and more efficient way.
Omnigram explorer: an interactive tool for understanding Bayesian networksBayesian Intelligence
We describe the design of Omnigram Explorer (OMG), an open-source tool for the interactive exploration of relationships between variables in Bayesian networks (and other complex systems). OMG is designed to help researchers gain a holistic, qualitative understanding of the relationships between variables, specifically providing interactive, visual support for observational sensitivity analysis. OMG is especially useful for high-lighting dependencies between variables and small groups of variables. It's designed for exploratory analysis of BNs (and other models) and for communicating the salient features of models to non-specialists.
Kevin Korb - http://www.csse.monash.edu.au/~korb
Tim Taylor - http://www.tim-taylor.com/
Seventh Annual Conference of the Australasian Bayesian Network Modelling Society conference (ABNMS2015) - Monash Caulfield, Melbourne, Australia 2015: http://abnms.org/conferences/abnms2015/
ECS 111 Homework ProblemsJanuary 20181) Choose a region (.docxSALU18
ECS 111 Homework Problems January 2018
1) Choose a region (state, province, part of a country or country) and discuss their carrying capacity relative to Lester Brown’s three factors. Include the constraint in terms of the current populations and future population trends.
2) Describe the various ways that water is used as an ecosystem service. How do these uses impact ecosystem function? Provide examples.
3) Discuss examples of soil loss and their causes. How can these be tied to population transitions in human civilizations?
4) What is meant by population transition? Briefly describe the recent changes in human populations and the driving factors involved. Historically what other transitions have occurred? Is this a constant process or have there been periods with larger changes? What has the role of technology played in different population transitions?
5) If births (b) are influenced by population density (N) such that b = bo - N, and deaths (d) by d = do + N rewrite the equation for population change
dN/dt = (b=d) N
as a logistic equation
dN/dt = r N (1 – N/K).
What are the r and K terms in terms of b and d?
6) The current turmoil in the Middle East is causing sharp transitions in populations and a great deal of environmental damage. Summarize the recent history of these events and the social economic problems behind them. Include an explicit discussion of demographics of the situation.
7) The western United States is currently experiencing a prolonged drought. It is especially severe in California.Write a short essay focusing in on one aspect of the situation. For example, one might discuss the impact this is having on a particular food such as almonds or a commodity such as cotton. Another topic might be wild fires.
ECS 111 Spring 2018
Dr. Olson
Writing Tips for Homework:
Homework and rewrites of test questions will be graded primarily based on the scientific and analytical content of the work. This includes an adequate use of citations to appropriate literature, use of appropriate analytical tools including proper introduction and explanation of equations and calculations used to consider the problems, a concise discussion of the conclusions of the work. Homework assignments are considered part of your own work and therefore should not include material copied from other sources. To do so is plagiarism and will be grounds for disciplinary action. Below the basic formats expected and some guidelines for layout of assignments are outlined.
References: Appropriate references are typically considered to stem from juried (reviewed) literature. This means that the work should have been reviewed and published in scientific or engineering journals. Citing textbooks is allowed when documenting well known techniques and or solutions to specific mathematical problems. In general, it is not appropriate to quote a text book when the object is to refer to a specific piece of work in the juried literature. Instead it ...
The PARADIM Materials Innovation Platform has launched a revolutionary, streaming-data-based approach to the design and creation of new interface materials – new materials with the unprecedented properties needed to realize exciting technologies like quantum computing. PARADIM is a state-of-the-art scientific facility at Cornell, Johns Hopkins, and Clark Atlanta Universities that produces a firehose of complex and highly varied data. To build our data layer we’ve implemented Apache Kafka with newly developed, end-to-end encryption to connect our instruments, users, and world-class experts. Data reduction, analysis and management connect seamlessly to real-time ML tools in an integrated materials design workflow. At PARADIM, this flexible, scalable, and fault-tolerant data streaming is creating a new paradigm for collaborative science in the age of materials Big Data.
Temporal Web Dynamics and Implications for Information RetrievalNattiya Kanhabua
In this talk, we will give a survey of current approaches to searching the
temporal web. In such a web collection, the contents are created and/or
edited over time, and examples are web archives, news archives, blogs,
micro-blogs, personal emails and enterprise documents. Unfortunately,
traditional IR approaches based on term-matching only can give
unsatisfactory results when searching the temporal web. The reason for this
is multifold: 1) the collection is strongly time-dependent, i.e., with
multiple versions of documents, 2) the contents of documents are about
events happened at particular time periods, 3) the meanings of semantic
annotations can change over time, and 4) a query representing an information
need can be time-sensitive, so-called a temporal query.
Several major challenges in searching the temporal web will be discussed,
namely, 1) How to understand temporal search intent represented by
time-sensitive queries? 2) How to handle the temporal dynamics of queries
and documents? and 3) How to explicitly model temporal information in retrieval and ranking models? To this end, we will present current approaches to the addressed problems as well as outline the directions for future research.
Cosmetic shop management system project report.pdfKamal Acharya
Buying new cosmetic products is difficult. It can even be scary for those who have sensitive skin and are prone to skin trouble. The information needed to alleviate this problem is on the back of each product, but it's thought to interpret those ingredient lists unless you have a background in chemistry.
Instead of buying and hoping for the best, we can use data science to help us predict which products may be good fits for us. It includes various function programs to do the above mentioned tasks.
Data file handling has been effectively used in the program.
The automated cosmetic shop management system should deal with the automation of general workflow and administration process of the shop. The main processes of the system focus on customer's request where the system is able to search the most appropriate products and deliver it to the customers. It should help the employees to quickly identify the list of cosmetic product that have reached the minimum quantity and also keep a track of expired date for each cosmetic product. It should help the employees to find the rack number in which the product is placed.It is also Faster and more efficient way.
About
Indigenized remote control interface card suitable for MAFI system CCR equipment. Compatible for IDM8000 CCR. Backplane mounted serial and TCP/Ethernet communication module for CCR remote access. IDM 8000 CCR remote control on serial and TCP protocol.
• Remote control: Parallel or serial interface.
• Compatible with MAFI CCR system.
• Compatible with IDM8000 CCR.
• Compatible with Backplane mount serial communication.
• Compatible with commercial and Defence aviation CCR system.
• Remote control system for accessing CCR and allied system over serial or TCP.
• Indigenized local Support/presence in India.
• Easy in configuration using DIP switches.
Technical Specifications
Indigenized remote control interface card suitable for MAFI system CCR equipment. Compatible for IDM8000 CCR. Backplane mounted serial and TCP/Ethernet communication module for CCR remote access. IDM 8000 CCR remote control on serial and TCP protocol.
Key Features
Indigenized remote control interface card suitable for MAFI system CCR equipment. Compatible for IDM8000 CCR. Backplane mounted serial and TCP/Ethernet communication module for CCR remote access. IDM 8000 CCR remote control on serial and TCP protocol.
• Remote control: Parallel or serial interface
• Compatible with MAFI CCR system
• Copatiable with IDM8000 CCR
• Compatible with Backplane mount serial communication.
• Compatible with commercial and Defence aviation CCR system.
• Remote control system for accessing CCR and allied system over serial or TCP.
• Indigenized local Support/presence in India.
Application
• Remote control: Parallel or serial interface.
• Compatible with MAFI CCR system.
• Compatible with IDM8000 CCR.
• Compatible with Backplane mount serial communication.
• Compatible with commercial and Defence aviation CCR system.
• Remote control system for accessing CCR and allied system over serial or TCP.
• Indigenized local Support/presence in India.
• Easy in configuration using DIP switches.
Final project report on grocery store management system..pdfKamal Acharya
In today’s fast-changing business environment, it’s extremely important to be able to respond to client needs in the most effective and timely manner. If your customers wish to see your business online and have instant access to your products or services.
Online Grocery Store is an e-commerce website, which retails various grocery products. This project allows viewing various products available enables registered users to purchase desired products instantly using Paytm, UPI payment processor (Instant Pay) and also can place order by using Cash on Delivery (Pay Later) option. This project provides an easy access to Administrators and Managers to view orders placed using Pay Later and Instant Pay options.
In order to develop an e-commerce website, a number of Technologies must be studied and understood. These include multi-tiered architecture, server and client-side scripting techniques, implementation technologies, programming language (such as PHP, HTML, CSS, JavaScript) and MySQL relational databases. This is a project with the objective to develop a basic website where a consumer is provided with a shopping cart website and also to know about the technologies used to develop such a website.
This document will discuss each of the underlying technologies to create and implement an e- commerce website.
Sachpazis:Terzaghi Bearing Capacity Estimation in simple terms with Calculati...Dr.Costas Sachpazis
Terzaghi's soil bearing capacity theory, developed by Karl Terzaghi, is a fundamental principle in geotechnical engineering used to determine the bearing capacity of shallow foundations. This theory provides a method to calculate the ultimate bearing capacity of soil, which is the maximum load per unit area that the soil can support without undergoing shear failure. The Calculation HTML Code included.
Hierarchical Digital Twin of a Naval Power SystemKerry Sado
A hierarchical digital twin of a Naval DC power system has been developed and experimentally verified. Similar to other state-of-the-art digital twins, this technology creates a digital replica of the physical system executed in real-time or faster, which can modify hardware controls. However, its advantage stems from distributing computational efforts by utilizing a hierarchical structure composed of lower-level digital twin blocks and a higher-level system digital twin. Each digital twin block is associated with a physical subsystem of the hardware and communicates with a singular system digital twin, which creates a system-level response. By extracting information from each level of the hierarchy, power system controls of the hardware were reconfigured autonomously. This hierarchical digital twin development offers several advantages over other digital twins, particularly in the field of naval power systems. The hierarchical structure allows for greater computational efficiency and scalability while the ability to autonomously reconfigure hardware controls offers increased flexibility and responsiveness. The hierarchical decomposition and models utilized were well aligned with the physical twin, as indicated by the maximum deviations between the developed digital twin hierarchy and the hardware.
Water scarcity is the lack of fresh water resources to meet the standard water demand. There are two type of water scarcity. One is physical. The other is economic water scarcity.
1. IS3151 Technical Writing
Lecture 3 : Language – Style and Tense
Ms. Dinithika Appuhamy, MSc
E-mail – dinithika.appuhamy@connect.ust.hk
Department of Interdisciplinary Studies
Faculty of Engineering, University of Sri Jayawardenapura
3. Conciseness
“I have made this letter too long because I did not have
the free time to make it shorter”
- Blaise Pascal, 1656
4. Conciseness
“The microstructural analysis of
Mg-Al-Re ternary alloys of
different compositions revealed
the nature of the critical
intermetallic particles, while
differential thermal analysis
indicated the solidification
sequence.”
“By analysing the
microstructure of Mg-Al-Re
ternary alloys of different
compositions and employing
the differential thermal analysis
technique, both the
solidification sequence and the
nature of the intermetallic
phases that are critical for
providing creep resistance to
the alloy, were found
5. Precision and Hedging
• Use measurable quantities instead of approximating words
Most of the data was
unusable due to faulty
sensors.
78% of the data was
unusable due to faulty
sensors.
Sometimes it is necessary to use approximations when you do not
have data;
• When discussing future trends,
• Discussing pictorial data with no means to quantify.
6. Universal and Existential Quantification
• Be wary when using words such as “never”, “always” or “none”
• The second sentence sounds clearer.
None of the experiments, except for the previous set of
experiments indicated the presence of the AlCe phase.
Vs.
The current experiments (X to Y) did not indicate the
presence of the AlCe phase.
7. Negatives
• Use the opposite word instead of saying “do not”;
• Sometimes we have to use “do not” to preserve clarity;
• The system will not harm humans
Vs.
• The system will do humans no harm
Do not include = exclude
X substance was not present = X substance was absent
8. Clichés
• Avoid using colloquial terms;
Examples;
“Only time will tell”, “In this day and age”, “ballpark estimate”,
“state of the art”, “bottom line”
9. Anthropomorphic Writing
• Avoid projecting human emotions onto the inanimate;
Examples;
“The system failed miserably” or “The internet is evil”
10. Malapropisms
• Be wary of similar sounding words that have different meanings;
Examples;
“The added installation reduced the rate of heat transfer” – Insulation
“The air destiny drops with increasing altitude”: - Density
11. Homophones
• Similar to Malapropisms.
• Words that are pronounced the same with different spellings;
Examples;
Higher and Hire
Fourth and Forth
Coarse and Course
Hole and Whole
Shear and Sheer
12. Style: Tone
• Statement of facts and opinions
• Replacement of overused words
• Usage of humour
• 5 C’s of technical writing:
• Correctness
• Clarity
• Completeness
• Consistency
• Changeability
13. Statement of facts and opinions
• Unbiased statement of facts.
• Only report what was observed.
• Discuss the implications of what was found, objectively.
• Connect with literature.
• NEVER try to modify your data to fit a certain narrative.
14. Replacement of overused words
• The term “very” is used to heighten the meaning of a word.
• Overuse of this word may sound lazy.
• Replace with;
Very clear = transparent
Very often = frequent
Very simple = basic
Or as discussed before, replace with something quantifiable!
15. Usage of humour
• Usually not encouraged
• Documents of technical writing we deal with as engineers are
usually quite serious!
• When not to use humour;
Thesis, dissertations, project reports, journal articles, conference
papers etc.
16. The 5 C’s of technical writing
• Correctness – Is your information accurate?
• Clarity – Can the text be understood easily?
• Completeness – Have you talked about all that was relevant?
• Consistency – Do your points contradict? Is the formatting
harmonious?
• Changeability – Can you go back and change errors easily?
19. The Present Tense
• When to use;
1. When describing well established findings or current truths
2. When reporting results that are applicable only under
certain conditions
3. During the discussion of the implications of results
20. The Present Tense (1)
• Well established truths or current truths = what is considered
true as of now, or scientific laws.
Examples;
“Light weight Mg-Al alloys are a popular alloy in the automotive industry due
to their low weight to strength ratio”
“Newton's law of cooling states that the rate of heat loss of a body is directly
proportional to the difference in the temperatures between the body and its
surroundings”
“It has been shown that biplane wing configurations are more favourable
than monoplane wing configurations”
21. The Present Tense (2)
• When reporting results that are applicable only under certain
conditions
Example;
“This result is only applicable for instances where the
temperature is below 300 K”
22. The Present Tense (3)
• During the discussion of the implications of results
Example;
“The graphs indicate that as the Reynolds number drops, viscous
effects increase”
23. The Past Tense
• When to use;
1. When describing steps taken in the methodology.
2. When reporting past research in the review of literature.
3. When reporting results and what were observed.
24. The Past Tense (1)
• Describing the steps in your methodology/procedure;
Examples;
“A scanning electron microscope was used to analyse the microstructure
of the alloy samples”
“A CFD software was employed to simulate the flow characteristics”
25. The Past Tense (2)
• When reporting past research in the review of literature;
“Mueller and Scharpf performed experiments on two Wortmann FX
aerofoils and concluded that the tandem configuration reduced drag and
increased lift on the system” (Past Tense)
Vs
“It has been shown that biplane wing configurations are more favourable
than monoplane wing configurations” (Present Tense)
26. The Past Tense (3)
• When reporting results and what was observed;
Examples;
“The analysis revealed that a trace amount of substance X (0.02 %)
remained in the solution”
“Instances of flow separation on the surface of the flat plate were
observed during the experiment”
27. The Future Tense
• When to use;
When describing scenarios that may occur in the future.
28. The Future Tense
Examples;
“The current trend indicates that this phenomena may occur at
higher temperatures as well”
“The flow will remain attached as long as the free stream speed
is increased”
“The effect of variation of thickness could be explored in the
future”
29. Remarks;
• Read some journal articles and papers as an exercise and try to
identify the points we discussed today.
• Start practicing your writing and research skills for your
assignment.