Geographic Information Systems (October – 2015) [Question Paper | CBSGS: 75:2...Mumbai B.Sc.IT Study
Geographic Information Systems (October – 2015) [Question Paper | CBSGS: 75:25 Pattern]
april - 2017, april - 2016, april - 2015, april - 2014, april - 2013, october - 2017, october - 2016, october - 2015, october - 2014, may - 2016, may - 2017, december - 2017, 75:25 pattern, 60:40 pattern, revised course, old course, mumbai bscit study, mumbai university, bscit semester vi, bscit question paper, old question paper, previous year question paper, semester vi question paper, question paper, CBSGS, IDOL, kamal t, internet technology, digital signals and systems, data warehousing, ipr and cyber laws, project management, geographic information system
We will discuss the following: Sorting Algorithms, Counting Sort, Radix Sort, Merge Sort.Algorithms, Time Complexity & Space Complexity, Algorithm vs Pseudocode, Some Algorithm Types, Programming Languages, Python, Anaconda.
Geographic Information Systems (October – 2015) [Question Paper | CBSGS: 75:2...Mumbai B.Sc.IT Study
Geographic Information Systems (October – 2015) [Question Paper | CBSGS: 75:25 Pattern]
april - 2017, april - 2016, april - 2015, april - 2014, april - 2013, october - 2017, october - 2016, october - 2015, october - 2014, may - 2016, may - 2017, december - 2017, 75:25 pattern, 60:40 pattern, revised course, old course, mumbai bscit study, mumbai university, bscit semester vi, bscit question paper, old question paper, previous year question paper, semester vi question paper, question paper, CBSGS, IDOL, kamal t, internet technology, digital signals and systems, data warehousing, ipr and cyber laws, project management, geographic information system
We will discuss the following: Sorting Algorithms, Counting Sort, Radix Sort, Merge Sort.Algorithms, Time Complexity & Space Complexity, Algorithm vs Pseudocode, Some Algorithm Types, Programming Languages, Python, Anaconda.
onstraints on labour productivity-a case studytheijes
The International Journal of Engineering & Science is aimed at providing a platform for researchers, engineers, scientists, or educators to publish their original research results, to exchange new ideas, to disseminate information in innovative designs, engineering experiences and technological skills. It is also the Journal's objective to promote engineering and technology education. All papers submitted to the Journal will be blind peer-reviewed. Only original articles will be published.
The papers for publication in The International Journal of Engineering& Science are selected through rigorous peer reviews to ensure originality, timeliness, relevance, and readability.
Constraints on labour productivity-a case studytheijes
The International Journal of Engineering & Science is aimed at providing a platform for researchers, engineers, scientists, or educators to publish their original research results, to exchange new ideas, to disseminate information in innovative designs, engineering experiences and technological skills. It is also the Journal's objective to promote engineering and technology education. All papers submitted to the Journal will be blind peer-reviewed. Only original articles will be published.
One of the best ways to analyze any process is to plot the data. Different graphs can reveal different characteristics of your data such as the central tendency, the dispersion and the general shape for thedistribution.
102822, 304 PMDocument RenderingPage 1 of 1httpsbasi.docxdurantheseldine
10/28/22, 3:04 PMDocument Rendering
Page 1 of 1https://basic-doc-viewer.us.api.blackboard.com/ui/112/3546d70878…4a0efae974a8a3bb439f47e2ab370d89955a6535ec3e5e3a3b6527fec3bf446
Version 5 5
**The sample output below may not represent the same data provided to the students**
Check Sheet
Wai ng Area Speed of
Service
Technician Products and
Price
Cashier
Week of Aug 3
Week of Aug 10
Week of Aug 17
Week of Aug 24
Pareto Diagram
Run Charts
0
5
10
15
20
25
30
35
Wai ng
Area
Cashier Speed of
Service
Technician Products
and Price
Complaint Category
Pareto - Current and Target
Actual
Target
17
18
19
20
21
22
23
Week of Aug 3 Week of Aug 10 Week of Aug 17 Week of Aug 24
Overall Complaints
0
1
2
3
4
5
6
7
8
9
Week of Aug 3 Week of Aug 10 Week of Aug 17 Week of Aug 24
Wai ng Area Complaints
Page 1 of 2
10/28/22, 3:05 PMDocument Rendering
Page 1 of 1https://basic-doc-viewer.us.api.blackboard.com/ui/112/3546d70878…4a0efae974a8a3bb439f47e2ab370d89955a6535ec3e5e3a3b6527fec3bf446
Version 5 5
Version 56
Cause-E ect Diagram
0
1
2
3
4
5
Week of Aug 3 Week of Aug 10 Week of Aug 17 Week of Aug 24
Speed of Service Complaints
0
1
2
3
4
5
Week of Aug 3 Week of Aug 10 Week of Aug 17 Week of Aug 24
Products and Price Complaints
0
1
2
3
4
5
6
Week of Aug 3 Week of Aug 10 Week of Aug 17 Week of Aug 24
Cashier Complaints
0
1
2
3
4
5
6
Week of Aug 3 Week of Aug 10 Week of Aug 17 Week of Aug 24
Technician Complaints
Temperature Ambience Sea ng
Wai ng Area
Complaints
?Rest roomVending
TV
Music
Thermostat
Sun
Clean
Maintenance
Filled
Selec on
Clean
Comfort
TV
TV
Repair
QA
? ? ?
? ? ?
Page 2 of 2
Case Analysis: Tip Top Markets (Page 412)
Scoring Rubric (10 Points)
Exemplary (9-10 pts) Acceptable (5-8 pts) Developing (1-4 pts)
Format and
Business Writing
(2 Points)
Tone and style are
appropriate and consistent
for business
communication.
Data table insertion is at
the proper locations(s) and
clear references are made
in the text
Responses are clear
and concise
Data tables are
inserted appropriately
to support the
discussion
Spelling and
grammar are
accurate
12 pt font and 1”
margins
Submitted on time
Check Sheet and
Pareto Chart
(2 Points)
Check Sheet and Pareto
Chart clearly summarize
the data and identify the
priorities
Charts are complete and
accurate
Check Sheet and
Pareto Chart are
properly titled
Data are accurately
represented in the
Check Sheet and
Pareto Chart
Check Sheet and
Pareto Chart are
included
3-5 logical
categories are
identified
Pareto chart
includes historical
and target data
Run Charts
(2 Points)
Run charts are accurately
titled and axis labeled
Run chart data are
accurate and the scale
consistent /
appropriate
Run charts for the
overall trend and
individual
categories are
provided
Cause-Effect
Diagram
(2 Points)
Diagram includes more
.
Seven Basic Quality Control Tools أدوات ضبط الجودة السبعةMohamed Khaled
The 7 QC tools are fundamental instruments to improve the process and product quality. They are used to examine the production process.
► The seven basic tools are:
1- Check sheet
2- Pareto analysis
3- Cause and Effect Diagram
4- Scatter plot
5- Histogram
6- Flowchart
7- Control charts
-------------------------------------------------------------------------------------
#7_Basic_Quality_Control_Tools #Check_sheet #Pareto_analysis #Fishbone #Scatter_plot #Histogram #Flowchart #Control_charts #CFturbo #Pump_simulation_using_ANSYS #Water_Hammer #أدوات_ضبط_الجودة_السبعة #نموذج_التحقق #مخطط_باريتو #مخطط_السبب_والأثر #مخطط_التشتت #مدرج_تكراري #خرائط_التدفق #خرائط_ضبط_الجودة
Toyota Kata How to Use the Key Improvement Kata FormsRichardCGreen
The standard Improvement Kata / Coaching Kata forms in this SlideShare help you operationalize the IK/CK patterns in your organization. They are being used by Kata practitioners worldwide, and within the A3 format
onstraints on labour productivity-a case studytheijes
The International Journal of Engineering & Science is aimed at providing a platform for researchers, engineers, scientists, or educators to publish their original research results, to exchange new ideas, to disseminate information in innovative designs, engineering experiences and technological skills. It is also the Journal's objective to promote engineering and technology education. All papers submitted to the Journal will be blind peer-reviewed. Only original articles will be published.
The papers for publication in The International Journal of Engineering& Science are selected through rigorous peer reviews to ensure originality, timeliness, relevance, and readability.
Constraints on labour productivity-a case studytheijes
The International Journal of Engineering & Science is aimed at providing a platform for researchers, engineers, scientists, or educators to publish their original research results, to exchange new ideas, to disseminate information in innovative designs, engineering experiences and technological skills. It is also the Journal's objective to promote engineering and technology education. All papers submitted to the Journal will be blind peer-reviewed. Only original articles will be published.
One of the best ways to analyze any process is to plot the data. Different graphs can reveal different characteristics of your data such as the central tendency, the dispersion and the general shape for thedistribution.
102822, 304 PMDocument RenderingPage 1 of 1httpsbasi.docxdurantheseldine
10/28/22, 3:04 PMDocument Rendering
Page 1 of 1https://basic-doc-viewer.us.api.blackboard.com/ui/112/3546d70878…4a0efae974a8a3bb439f47e2ab370d89955a6535ec3e5e3a3b6527fec3bf446
Version 5 5
**The sample output below may not represent the same data provided to the students**
Check Sheet
Wai ng Area Speed of
Service
Technician Products and
Price
Cashier
Week of Aug 3
Week of Aug 10
Week of Aug 17
Week of Aug 24
Pareto Diagram
Run Charts
0
5
10
15
20
25
30
35
Wai ng
Area
Cashier Speed of
Service
Technician Products
and Price
Complaint Category
Pareto - Current and Target
Actual
Target
17
18
19
20
21
22
23
Week of Aug 3 Week of Aug 10 Week of Aug 17 Week of Aug 24
Overall Complaints
0
1
2
3
4
5
6
7
8
9
Week of Aug 3 Week of Aug 10 Week of Aug 17 Week of Aug 24
Wai ng Area Complaints
Page 1 of 2
10/28/22, 3:05 PMDocument Rendering
Page 1 of 1https://basic-doc-viewer.us.api.blackboard.com/ui/112/3546d70878…4a0efae974a8a3bb439f47e2ab370d89955a6535ec3e5e3a3b6527fec3bf446
Version 5 5
Version 56
Cause-E ect Diagram
0
1
2
3
4
5
Week of Aug 3 Week of Aug 10 Week of Aug 17 Week of Aug 24
Speed of Service Complaints
0
1
2
3
4
5
Week of Aug 3 Week of Aug 10 Week of Aug 17 Week of Aug 24
Products and Price Complaints
0
1
2
3
4
5
6
Week of Aug 3 Week of Aug 10 Week of Aug 17 Week of Aug 24
Cashier Complaints
0
1
2
3
4
5
6
Week of Aug 3 Week of Aug 10 Week of Aug 17 Week of Aug 24
Technician Complaints
Temperature Ambience Sea ng
Wai ng Area
Complaints
?Rest roomVending
TV
Music
Thermostat
Sun
Clean
Maintenance
Filled
Selec on
Clean
Comfort
TV
TV
Repair
QA
? ? ?
? ? ?
Page 2 of 2
Case Analysis: Tip Top Markets (Page 412)
Scoring Rubric (10 Points)
Exemplary (9-10 pts) Acceptable (5-8 pts) Developing (1-4 pts)
Format and
Business Writing
(2 Points)
Tone and style are
appropriate and consistent
for business
communication.
Data table insertion is at
the proper locations(s) and
clear references are made
in the text
Responses are clear
and concise
Data tables are
inserted appropriately
to support the
discussion
Spelling and
grammar are
accurate
12 pt font and 1”
margins
Submitted on time
Check Sheet and
Pareto Chart
(2 Points)
Check Sheet and Pareto
Chart clearly summarize
the data and identify the
priorities
Charts are complete and
accurate
Check Sheet and
Pareto Chart are
properly titled
Data are accurately
represented in the
Check Sheet and
Pareto Chart
Check Sheet and
Pareto Chart are
included
3-5 logical
categories are
identified
Pareto chart
includes historical
and target data
Run Charts
(2 Points)
Run charts are accurately
titled and axis labeled
Run chart data are
accurate and the scale
consistent /
appropriate
Run charts for the
overall trend and
individual
categories are
provided
Cause-Effect
Diagram
(2 Points)
Diagram includes more
.
Seven Basic Quality Control Tools أدوات ضبط الجودة السبعةMohamed Khaled
The 7 QC tools are fundamental instruments to improve the process and product quality. They are used to examine the production process.
► The seven basic tools are:
1- Check sheet
2- Pareto analysis
3- Cause and Effect Diagram
4- Scatter plot
5- Histogram
6- Flowchart
7- Control charts
-------------------------------------------------------------------------------------
#7_Basic_Quality_Control_Tools #Check_sheet #Pareto_analysis #Fishbone #Scatter_plot #Histogram #Flowchart #Control_charts #CFturbo #Pump_simulation_using_ANSYS #Water_Hammer #أدوات_ضبط_الجودة_السبعة #نموذج_التحقق #مخطط_باريتو #مخطط_السبب_والأثر #مخطط_التشتت #مدرج_تكراري #خرائط_التدفق #خرائط_ضبط_الجودة
Toyota Kata How to Use the Key Improvement Kata FormsRichardCGreen
The standard Improvement Kata / Coaching Kata forms in this SlideShare help you operationalize the IK/CK patterns in your organization. They are being used by Kata practitioners worldwide, and within the A3 format
Similar to To find raise to five of any number (20)
In this paper, we have described the coordinate (position) estimation of automatic steered car by using kalman filter and prior knowledge of position of car i.e. its state equation. The kalman filter is one of the most widely used method for tracking and estimation due to its simplicity, optimality, tractability and robustness. However, the application to non linear system is difficult but in extended kalman filter we make it easy as we first linearize the system so that kalman filter can be applied. Kalman has been designed to integrate map matching and GPS system which is used in automatic vehicle location system and very useful tool in navigation. It takes errors or uncertainties via covariance matrix and then implemented to nullify those uncertainties. This paper reviews the motivation, development, use, and implications of the Kalman Filter.
In this paper, a Vienna type boost rectifier is discussed and controlled using sliding mode control. Sliding mode control function is defined to control output. The object of this system is to provide desired output DC voltage in any possible circumstances.
The cultural-historical landmark of Shooshtar has traversed a very long distant since the ancient era. In fact it was the mutual corporation of history and nature that end up as a city like Shooshtar which is a combination of both tradition and culture, emerged authentically in a wild natural way through time; and taking the important historical landmarks under consideration, it is expected to become one significant tourism attraction district. Retaining the sustainable aspects of the city, this research aims to restore connection between natural and historical layers within the boundaries of natural city landscape restoration and its main purpose is to provide a range of principles and solutions for a sustainable development, natural resources‟ conservation, and retaining the historical sight of Shadorvan Bridge. Primary in this research, the issue and research method will be defined and afterwards, paraphrasing the keywords of historical landmark and the principles of landmark restoration would lead toward a series of principles for sustainable conservation in a historical landscape. Studying the site would be the next step and following the landscape restoration rules, some issues such as points of strength & weakness, opportunities, natural threats and vernacular culture will be concluded in a table, which all finally will indicate the criterions of preservation to the historical landscape restoration of Shadorvan Bridge. The total conclusion would reveal that the restoration of all the existing layers through the land and understanding the interconnections will guide us to a comprehensive & general restoration ways of the similar landmarks. The fulfillment of this research is achieved by means of descriptive-analytic method (with practical approach) in the context of library studies, harvest field and documents review, detailed plans, summary information and applied access to general principles.
This paper describes the CFD analysis and experimental validation for a blend of Ethanol and Diesel in CI Engine. Ethanol is the alcohol found in alcoholic beverages but it also makes an effective motor fuel. Since, ethanol possess low Cetane number it fails to auto ignite. In order to overcome this Diesel is blended with Ethanol. Thus the Diesel will ignite and thus facilitate the Ethanol to start burning. In this work a CFD model was created and the combustion analysis was carried out and the results were validated with experimental data. The Ethanol and Diesel fuels were mixed in different proportions and they were injected to the combustion chamber of a normal diesel engine. A single cylinder PC based VCR Engine was operated with this Ethanol - Diesel blend in different concentrations and at various loads. The experiment was successful and it showed that the Ethanol could be mixed with Diesel and could be injected without any engine modification. The difference between CFD and the experimental results obtained was found within acceptable range.
This study presents a new two-switch multi-input high step-up DC/DC converter. A coupled inductor is used to enhance the voltage gain. Having a bidirectional port makes the converter suitable for applications in need of battery such as stand-alone photovoltaic (PV) systems. As a result, the proposed converter has the merits of integrating two power sources along with boosting the input voltage. Furthermore, in comparison with typical three-port DC/DC converters which utilize three switches, the presented converter employ only two switches to control the converter. Hence, cost and size of the structure is reduced. In order to verify the performance of the converter, simulation results are taken and depicted.
More from International Journal of Latest Research in Engineering and Technology (17)
Hybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdffxintegritypublishin
Advancements in technology unveil a myriad of electrical and electronic breakthroughs geared towards efficiently harnessing limited resources to meet human energy demands. The optimization of hybrid solar PV panels and pumped hydro energy supply systems plays a pivotal role in utilizing natural resources effectively. This initiative not only benefits humanity but also fosters environmental sustainability. The study investigated the design optimization of these hybrid systems, focusing on understanding solar radiation patterns, identifying geographical influences on solar radiation, formulating a mathematical model for system optimization, and determining the optimal configuration of PV panels and pumped hydro storage. Through a comparative analysis approach and eight weeks of data collection, the study addressed key research questions related to solar radiation patterns and optimal system design. The findings highlighted regions with heightened solar radiation levels, showcasing substantial potential for power generation and emphasizing the system's efficiency. Optimizing system design significantly boosted power generation, promoted renewable energy utilization, and enhanced energy storage capacity. The study underscored the benefits of optimizing hybrid solar PV panels and pumped hydro energy supply systems for sustainable energy usage. Optimizing the design of solar PV panels and pumped hydro energy supply systems as examined across diverse climatic conditions in a developing country, not only enhances power generation but also improves the integration of renewable energy sources and boosts energy storage capacities, particularly beneficial for less economically prosperous regions. Additionally, the study provides valuable insights for advancing energy research in economically viable areas. Recommendations included conducting site-specific assessments, utilizing advanced modeling tools, implementing regular maintenance protocols, and enhancing communication among system components.
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.
Saudi Arabia stands as a titan in the global energy landscape, renowned for its abundant oil and gas resources. It's the largest exporter of petroleum and holds some of the world's most significant reserves. Let's delve into the top 10 oil and gas projects shaping Saudi Arabia's energy future in 2024.
Student information management system project report ii.pdfKamal Acharya
Our project explains about the student management. This project mainly explains the various actions related to student details. This project shows some ease in adding, editing and deleting the student details. It also provides a less time consuming process for viewing, adding, editing and deleting the marks of the students.
HEAP SORT ILLUSTRATED WITH HEAPIFY, BUILD HEAP FOR DYNAMIC ARRAYS.
Heap sort is a comparison-based sorting technique based on Binary Heap data structure. It is similar to the selection sort where we first find the minimum element and place the minimum element at the beginning. Repeat the same process for the remaining elements.
NUMERICAL SIMULATIONS OF HEAT AND MASS TRANSFER IN CONDENSING HEAT EXCHANGERS...ssuser7dcef0
Power plants release a large amount of water vapor into the
atmosphere through the stack. The flue gas can be a potential
source for obtaining much needed cooling water for a power
plant. If a power plant could recover and reuse a portion of this
moisture, it could reduce its total cooling water intake
requirement. One of the most practical way to recover water
from flue gas is to use a condensing heat exchanger. The power
plant could also recover latent heat due to condensation as well
as sensible heat due to lowering the flue gas exit temperature.
Additionally, harmful acids released from the stack can be
reduced in a condensing heat exchanger by acid condensation. reduced in a condensing heat exchanger by acid condensation.
Condensation of vapors in flue gas is a complicated
phenomenon since heat and mass transfer of water vapor and
various acids simultaneously occur in the presence of noncondensable
gases such as nitrogen and oxygen. Design of a
condenser depends on the knowledge and understanding of the
heat and mass transfer processes. A computer program for
numerical simulations of water (H2O) and sulfuric acid (H2SO4)
condensation in a flue gas condensing heat exchanger was
developed using MATLAB. Governing equations based on
mass and energy balances for the system were derived to
predict variables such as flue gas exit temperature, cooling
water outlet temperature, mole fraction and condensation rates
of water and sulfuric acid vapors. The equations were solved
using an iterative solution technique with calculations of heat
and mass transfer coefficients and physical properties.
We have compiled the most important slides from each speaker's presentation. This year’s compilation, available for free, captures the key insights and contributions shared during the DfMAy 2024 conference.
6th International Conference on Machine Learning & Applications (CMLA 2024)ClaraZara1
6th International Conference on Machine Learning & Applications (CMLA 2024) will provide an excellent international forum for sharing knowledge and results in theory, methodology and applications of on Machine Learning & Applications.
Using recycled concrete aggregates (RCA) for pavements is crucial to achieving sustainability. Implementing RCA for new pavement can minimize carbon footprint, conserve natural resources, reduce harmful emissions, and lower life cycle costs. Compared to natural aggregate (NA), RCA pavement has fewer comprehensive studies and sustainability assessments.
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.
Final project report on grocery store management system..pdf
To find raise to five of any number
1. International Journal of Latest Research in Engineering and Technology (IJLRET)
ISSN: 2454-5031(Online)
www.ijlret.comǁ Volume 1 Issue 3ǁAugust 2015 ǁ PP 60-64
www.ijlret.com 60 | Page
To find raise to five of any number
ParthPola
Vadodara Institute of Engineering
ABSTRACT: This method uses these exceptions to lead the analyst to interesting regions of the five
squaredduring navigation. We present the statistical foundation underlying our approach. We then discuss the
computational issue of finding exceptions in data and making the process efficient on large multidimensional
data bases. We present performance results and experience with real-life datasets to illustrate the effectiveness
of the proposed paradigm.
1. Introduction
A data five squared consists of two kinds of attributes: measures and dimensions. The set of dimensions consists
of attributes like product names and store names that together form a key. The measures are typically numeric
attributes like sales volumes and profit. Dimensions usually have associated with them hierarchies that specify
aggregation levels. For instance, store name - city - state is a hierarchy on the store dimension and UPC code -
type - category is a hierarchy on the product dimension.
Discovery-drivenExploration.
We propose a new“discovery-driven”method of data exploration where an analyst's search for anomalies is
guided by precomputed indicators of exceptions at various levels of detail in the raise to five digit. This
increases the chances of user noticing abnormal patterns in the data at any level of aggregation. This paradigm
could be especially valuable when the number of dimensions and hierarchies is large, making it overwhelming
for the user to navigate through the multitudes of views of a data five squared.
We present a formal notion of exceptions. Intuitively, we consider a value in a cell of a data five squared to be
an exception if it is significantly different from the value anticipated based on a statistical model. This model
computes the anticipated value of a cell in context of its position in the data five squared and combines trends
along different dimensions that the cell belongs to. Thus, for instance, a large increase in sales in December
might appear exceptional when looking at the time dimension but when looking at the other dimensions like
product this increase will not appear exceptional if other products also had similar increase. The model allows
exceptions to be found at all levels of aggregation.
Our techniques use the same kind of data scan operations as required for raise to five aggregate computation and
thus enables overlap of exception finding with routine aggregate precomputation. These techniques recognize
that the data may be too large to tin main memory and intermediate results may have to be written to disk
requiring careful optimization. We describe some experience of using this methodology on a real data set and
give performance results.
2. Method to solve five squared:
First of all we will see how to find the cube of a number with the easy method which is already derived, by the
help of it we have discovered to find a five squared of a number.
Finding the cube of a number:
Example: Find the cube of 12
Step 1: cube the left most digit, i.e. 1, in this case, and write it down on the extreme left.
Step 2: write three more numbers to its right such that the ratio of successive pairs of numbers is same as the
ratio of the digits in the original no. We get the following 1 2 4 8 (1:2 = 2:4 = 4:8)
Step 3: Double the second no. and the third no. of the above four numbers and write the result under the
respective numbers.
2. International Journal of Latest Research in Engineering and Technology (IJLRET)
ISSN: 2454-5031(Online)
www.ijlret.comǁ Volume 1 Issue 3ǁAugust 2015 ǁ PP 60-
www.ijlret.com 61 | Page
Step 4: Add the two rows – one column at a time – such that each column contributes only one digit to the total.
Let’s see it practically,
1 ---------- carry forward
12 4 8
4 8
-------------------------------------------------------------------
123
= 1 7 2 8
-------------------------------------------------------------------
Now we will see the method to find five squared it is as easy as to find the cube of a number. Let’s see,
(ab)5
= a5
b0
a4
b1
a3
b2
a2
b3
a1
b4
a0
b5
4a4
b1
4a3
b2
4a2
b3
4a1
b4
5a3
b2
5a2
b3
Step 1: Take raise to five of the left most digit. In this case write it down on the extreme left.
Step 2: Writefour more numbers to its right such that the ratio of successive pairs of numbers is same as the ratio
of the digits in the original number. We get the following (a5
b0
: a4
b1
= a4
b1
: a3
b2
)
Step 3: Four times the second, third, fourth no. and the fifth no. of the above six numbers and write the result
under the respective numbers.
Step 4: Five times the second and third no. of the above new four numbers and write the result under the
respective numbers.
Step 5: Add the three rows – one column at a time – such that each column contributes only one digit to the
total.
3. Illustrative examples:
(12)5
(a/b)5
= a5
b0
a4
b1
a3
b2
a2
b3
a1
b4
a0
b5
4a4
b1
4a3
b2
4a2
b3
4a1
b4
5a3
b2
5a2
b3
a=1 & b=2
4. International Journal of Latest Research in Engineering and Technology (IJLRET)
ISSN: 2454-5031(Online)
www.ijlret.comǁ Volume 1 Issue 3ǁAugust 2015 ǁ PP 60-
www.ijlret.com 63 | Page
Step 1: Take raise to five of the left most digit. In this case write it down on the extreme left.
Step 2: Write four more numbers to its right such that the ratio of successive pairs of numbers is same as the
ratio of the digits in the original number. We get the following (a5
b0
: a4
b1
= a4
b1
: a3
b2
)
Step 3: Four times the second, third, fourth no. and the fifth no. of the above six numbers and write the result
under the respective numbers.
Step 4: Five times the second and third no. of the above new four numbers and write the result under the
respective numbers.
Step 5: Add the three rows – one column at a time – such that each column contributes only two digit to the
total.
Note: As the digits of the b is increased, one should increase each column’s contribution.(As per given example
below)
(117)5
= (1/17)5
= 15
170
14
171
13
172
12
173
11
174
10
175
4(14
171
) 4(13
172
) 4(12
173
) 4(11
174
)
5(13
172
) 5(12
173
)
1 17 289 4913 83521 1419857
68 1156 16772 334084
1445 20965
431814198
1 17 289 4913 83521 1419857
68 1156 16772 334084
1445 20965
03 57
469431814198
1 17 289 4913 83521 1419857
68 1156 16772 334084
1445 20965
68 03 57
33 469 4318 14198
1 17 289 4913 83521 1419857
68 1156 16772 334084
1445 20965
5968 03 57
1 33 4694318 14198
5. International Journal of Latest Research in Engineering and Technology (IJLRET)
ISSN: 2454-5031(Online)
www.ijlret.comǁ Volume 1 Issue 3ǁAugust 2015 ǁ PP 60-
www.ijlret.com 64 | Page
1 17 289 4193 83521 1419857
68 1156 16772 334084
1445 20965
218 59 68 0357
4. Charts and Real life Examples:
5. Conclusion:
Future work
Special treatment of time dimension: Time is an ordered dimension and it is possible to apply special time
series analysis techniques to further refine the notion of exceptions. We are working on ways to enhance our
model equation to integrate these order specific terms.
User customization: In some situations users may want to influence the automated process with their own
domain-dependent notion of exceptions, for instance, providing different weights to variations along different
dimensions. The challenge in providing support for user customization is finding an appropriate expression
language that can integrate with our statistical notion. Also, users might want to find exceptions only in certain
regions of the raise to five and not in others. This customization is relatively easy to incorporate.
6. References:
[1]. “Abstract algebra, Theory and applications” by Thomas W. Jandson, Stephen F. Austin State University,
2009.
[2]. A First course in Abstract Algebra, by J. B. Fealeigh, pearson Education,2013
[3]. Notes on Galob Theory by Marrk Reeder, Boston college, 2012