Data Mining is the process of analyzing large amount of data in search of previously undiscovered business patterns. Data Warehousing is a relational/multidimensional database that is designed for Query and Analysis rather than Transaction Processing. This book provides a systematic introduction to the principles of Data Mining and Data Warehousing. It covers the entire range of data mining algorithms (prediction, classification, and association), data mining products and applications, stages.
Data Warehousing is a relational/multidimensional database that is designed for Query and Analysis rather than Transaction Processing. This book provides a systematic introduction to the principles of Data Mining and Data Warehousing.
This Book Is Mainly Intended For It Students And Professionals To Learn Or Implement Data Warehousing Technologies. It Experiences The Real-Time Environment And Promotes Planning, Managing, Designing, Implementing, Supporting, Maintaining And Analyzing Data Warehouse In Organizations And It Also Provides Various Mining Techniques As Well As Issues In Practical Use Of Data Mining Tools.The Book Is Designed For The Target Audience Such As Specialists, Trainers And It Users. It Does Not Assume Any Special Knowledge As Background. Understanding Of Computer Use, Databases And Statistics Will Be Helpful.
Introduction 249 1.1 What is Data Mining 251 1.2 Definitions 252 1.3 Data Mining
Process 253 1.4 Data Mining Background 254 1.5 Data Mining Models 256 1.6
Data Mining Methods 257 1.7 Data Mining Problems/Issues 260 1.8 Potential ...
Metals And Metalloids Are Ubiquitous Environmental Constituents And Cannot Be Broken Down To Non-Toxic Forms By The Biological System. Once The Ecosystem Is Contaminated With Them, They Remain As A Potential Hazard To Human Health For Many Years. Heavy Metals Are Particularly Important In This Respect. This Book, Which Is A Part Of Man And Environment Series, Discusses Diverse Issues Relating To Heavy Metals And Environmental And Human Health Problems.
Therefore, it is inevitable to keep away from being exposed to heavy metals.
Emissions into the air constitute the greatest source of heavy-metal pollution.
They also contaminate aquatic ecosystems and soils through atmospheric fallout.
This Book Covers All Aspects Of Total Quality Management(Tqm). It Provides Not Only The Principles And Practices But Also The Tools And Techniques. It Ensures The Reader To Have A Sound Understanding Of All The Concepts Of Tqm.Salient Features * It Presents Comprehensive Coverage Instructional Needs Of Business, Education, Engineering, Health-Care, Technology Students In Professional Education Institutions. * Provides Detailed Solutions To Problems In Attribute And Variable Control Charts And Acceptance Sampling Plan. * It Contains Tqm Concepts Of Leadership, Customer-Satisfactions, Employee Involvements, Continuous Process Improvement, And Supplier Partnership And Performance Measures. * It Covers Quality Systems, Bench Marking, Quality Function Deployment, Quality By Design, Experimental Design And Taguchi S Quality Engineering.
This Book Explores The Topics Included In The Syllabus Of Anna University Extensively. A Reference Table On The Factors For Quality Control Charts, Numerical Examples For Each Control Chart, The Questions For Short Answers, And A Few Web Site Addresses Have Been Included To Obtain And Sustain The Interest Of The Student Community And The Teaching Fraternity.In This Second Edition, A Chapter Was Added With Details On Topics Such As Quality Circle, Zero Defects, Just In Time, Kanban And Poka Yoke To Cater For The Expectations Of The Students As Well As Teachers. The Details On 5S, Yy Analysis, Five W S And Two H S Analysis And Brainstorming Methodology Have Been Enlarged With Examples. Twenty-Three Case Studies Have Been Added In This Edition To Extend The Scope And Knowledge Of The Student Community. In Addition To This, Twelve Numerical Problems On Different Aspects Of Spc And Six Sigma As Illustrative Examples And The Enriched Question Bank Have Been Added For Clarity In Teaching And Learning.This Book Can Be Used As A Textbook By All The Final Year B.E./B.Tech. Students Of Anna University.
The documentation may include quality policy, quality manual, system processes
and procedures, records etc. The documentation provides guideline for internal quality management and helps organisation for continual improvement and its ...
Quality has become a priority national strategy. It has major technical, economic
and human implications, which influence competitiveness, employment, exports
and overall economic growth of any country. In the first phase of our economic ...
1 1.0 DEFINITION OF QUALITY Various definitions have been given to the term Quality, in line with changes and challenges in the industrial environment over
time. Some of the definitions are listed as follows: • Quality means conformance
to ...
Fortran Is The Pioneer Computer Language Originally Designed To Suit Numerical, Scientific And Engineering Computations. In Spite Of The Birth Of Several Computer Languages, Fortran Is Still Used As A Primary Tool For Programming Numerical Computations. In This Book All The Features Of Fortran 77 Have Been Elaborately Explained With The Support Of Examples And Illustrations. Programs Have Been Designed And Developed In A Systematic Way For All The Classical Problems. All The Topics Of Numerical Methods Have Been Presented In A Simple Style And Algorithms Developed. Complete Fortran 77 Programs And More Than One Sets Of Sample Data Have Been Given For Each Method. The Content Of The Book Have Been Carefully Tailored For A Course Material Of A One Semester Course For The Computer Science, Mathematics And Physics Students.
The first eight chapters have been devoted for FORTRAN 77. I have made
sincere attempts to present the concepts in my own simple style with a number of
programming examples. Chapters 9 to 14 deal with Numerical Methods. For each
...
This Book Is Designed To Serve As A Textbook For A First Course In Linear Systems Analysis, Which Is Usually Offered At The Second Year Level Of The B.Tech. Programme. It Is Primarily Addressed To The Students Of Electrical, Electronics And Computer Engineering But Could As Well Serve The Needs Of Students From Other Areas.The Course Material Is Well Tried For Over Two Decades Of Class Room Teaching. The Main Emphasis Is On Developing Conceptual Understanding Of The Modelling Process Of Physical Systems And The Different Techniques For Their Analysis. Efforts Have Been Made To Interpret Mathematical Results In Terms Of Their Engineering Significance. The Exercises Challenge The Students To Develop Their Analytical Skills By Exploring New Areas.
This Book Is Designed To Serve As A Textbook For A First Course In Linear Systems Analysis, Which Is Usually Offered At The Second Year Level Of The B.Tech.
This Book Has Been Designed As A Basic Text For Undergraduate Students Of Electrical, Electronics And Communication And Computer Engineering. In A Systematic And Friendly Manner, The Book Explains Not Only The Fundamental Concepts Like Circuit Elements, Kirchhoff S Laws, Network Equations And Resonance, But Also The Relatively Advanced Topics Like State Variable Analysis, Modern Filters, Active Rc Filters And Sensitivity Considerations.Salient Features * Basic Circuit Elements, Time And Periodic Signals And Different Types Of Systems Defined And Explained. * Network Reduction Techniques And Source Transformation Discussed. * Network Theorems Explained Using Typical Examples. * Solution Of Networks Using Graph Theory Discussed. * Analysis Of First Order, Second Order Circuits And A Perfect Transform Using Differential Equations Discussed. * Theory And Application Of Fourier And Laplace Transforms Discussed In Detail. * Interconnections Of Two-Port Networks And Their Performance In Terms Of Their Poles And Zeros Emphasised. * Both Foster And Cauer Forms Of Realisation Explained In Network Synthesis. * Classical And Modern Filter Theory Explained. * Z-Transform For Discrete Systems Explained. * Analogous Systems And Spice Discussed. * Numerous Solved Examples And Practice Problems For A Thorough Graph Of The Subject. * A Huge Question Bank Of Multiple Choice Questions With Answers Exhaustively Covering The Topics Discussed.With All These Features, The Book Would Be Extremely Useful Not Only For Undergraduate Engineering Students But Also For Amie And Gate Candidates And Practising Engineers.
1.26 (a) and (b) respectively. (a) (b) Fig. 1.26 (a) R connected across a voltage
source, (b) R connected in series with a current source. In network analysis,
sometimes it may be more convenient to Basic Circuit Elements 25 The
Dependent or ...
