№ lp_2_3_32692
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This document provides a series of exercises focused on implementing and understanding the k-means clustering algorithm, including coding tasks and questions for analyzing clustering performance.
Year:
2026
Region / City:
Worldwide
Topic:
Machine Learning, Clustering
Document Type:
Programming Exercises
Author:
Todd W. Neller
Target Audience:
Students, Researchers, Data Scientists
Period of Validity:
Ongoing
Approval Date:
N/A
Date of Changes:
N/A
Price: 8 / 10 USD
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The product description is provided for reference. Actual content and formatting may differ slightly.
Year:
2022
Subject:
Machine Learning, Ensemble Methods, Unsupervised Learning
Document Type:
Educational Unit / Lecture Notes
Author:
Not specified
Target Audience:
Students and researchers in machine learning
Techniques Covered:
Model combination, Voting schemes, Bagging, Boosting, Stacking, K-means clustering, K-nearest neighbors, Gaussian mixture models, Expectation maximization
Scope:
Theoretical explanation of ensemble learning and unsupervised methods, including algorithm generation and combination strategies
Course:
COSC 4335
Institution:
University-level computer science course
Instructor:
Dr. Eick
Document Type:
Course assignment
Subject Area:
Data Mining and Clustering Algorithms
Algorithms Covered:
K-means, DBSCAN
Programming Language:
R
Datasets:
Complex8 dataset; HAbalone dataset (modified Abalone dataset)
Original Dataset Source:
UCI Machine Learning Repository Abalone Dataset
Project Type:
Individual project
Learning Objectives:
Clustering analysis, interpretation of clustering results, R function development, unsupervised data mining analysis, use of background knowledge in data mining
Assignment Tasks:
Dataset transformation; implementation of purity evaluation function; clustering analysis with K-means and DBSCAN
Submission Deadline:
March 18, 2015, 11p (early submission bonus)
Final Deadline:
March 24, 2015, 11p
Document Version:
Fourth Draft
Last Updated:
Feb. 16, 2015, 2:30p
Year:
N/A
Region / City:
Boone, North Carolina
Topic:
Organizational Constitution, Student Leadership
Document Type:
Constitution
Institution:
Appalachian State University
Author:
N/A
Target Audience:
Appalachian State University students and APPS members
Period of Action:
N/A
Approval Date:
N/A
Date of Changes:
N/A
Year:
2017
Region / City:
Global
Topic:
Quality assurance in development project evaluation
Document Type:
Evaluation Report
Organization / Institution:
UNDP
Target Audience:
UNDP staff, project assessors, and approvers
Evaluation Period:
2016-2017
Approval Date:
December 1, 2017
Date of Changes:
None
Year:
2021-2022
Region / City:
Not specified
Topic:
Object Oriented Programming Using Java
Document Type:
Lesson Plan
Institution:
Not specified
Author:
Prof. P. Mishra
Target Audience:
MCA students
Period of validity:
July 2019 - December 2019
Approval Date:
Not specified
Modification Date:
Not specified
Year:
20__
Note:
Region/City
Document Type:
Project Study Report
Year:
2025
Region / city:
Chattogram, Cumilla, Kalaroa, Bangladesh
Topic:
Water and sanitation services
Document type:
Terms of Reference / Assessment Brief
Organization:
Water & Sanitation for Urban Population (WSUP)
Target audience:
Consultants and consulting firms
Scope:
Community, school, public and private water services, utility capacity, national coordination
Duration:
3-year project
Indicators:
Service access, infrastructure condition, water quality, functionality, social inclusion, gender and disability considerations, financial and time cost, hygiene and sanitation practices
Note:
Year
Year:
2023
Region / City:
Not specified
Topic:
Programming tools, Nordic Semiconductor nRF51
Document type:
Technical Guide
Organization / Institution:
Nordic Semiconductor
Author:
Kishan J
Target audience:
Developers, engineers, and technical staff working with Nordic Semiconductor nRF51 SoC
Period of validity:
Not specified
Approval date:
08/21/2023
Modification date:
Not specified
Year:
2022
Region / City:
New South Wales, Australia
Subject:
Software Engineering
Document Type:
Curriculum Program
Institution:
NSW Department of Education
Author:
NSW Department of Education
Target Audience:
Teachers in New South Wales
Duration:
10 weeks
Date of Approval:
2022
Assessment:
Included
Year:
2021
Region / city:
Online
Topic:
Global Environmental Facility, Minamata Convention, Financial Mechanism
Document Type:
Report
Organization / Institution:
United Nations Environment Programme (UNEP)
Author:
UNEP Secretariat
Target Audience:
Conference of the Parties, Environmental Policymakers
Period of Validity:
2021-2022
Date of Approval:
14 September 2021
Date of Revisions:
None
Note:
Contextual Description
Year:
2026
Region / City:
USA
Topic:
Computer Science, Programming Languages
Document Type:
Assignment
Institution:
University of Illinois Springfield
Author:
Unknown
Target Audience:
Students of CSC 388
Period of Validity:
Until submission deadline
Approval Date:
2026
Modification Date:
N/A
Year:
2021
Note:
Region / City
Topic:
Shell Programming, File Manipulations, Matrix Operations
Document Type:
Educational Assignment
Target Audience:
Students enrolled in ECE 1111 course
Period of Use:
Semester 2021
Year:
2026
Region / City:
Massachusetts
Subject:
English Learner Education
Document Type:
Guidance Document
Institution:
Massachusetts Department of Elementary and Secondary Education (DESE)
Author:
Massachusetts Department of Elementary and Secondary Education (DESE)
Target Audience:
Educators, District Administrators, and Education Professionals in Massachusetts
Effective Period:
2026
Approval Date:
Not specified
Amendment Date:
Not specified
Note:
Year
Theme:
Programming, Object-Oriented Design, Java
Document Type:
Research Paper
Authors:
First Author, Second Author
Target Audience:
Developers, Researchers, Students
Keywords:
polymorphism, java programming, method overriding, interface implementation, inheritance, dynamic method dispatch
Year:
2021
Region / City:
California
Topic:
HVAC Systems, Certification
Document Type:
Guideline
Agency / Institution:
California Energy Commission
Author:
ASHRAE
Target Audience:
HVAC Controls Technology Companies, Energy Consultants
Effective Period:
Indefinite
Approval Date:
Not specified
Date of Amendments:
Not specified
Note:
Year
Theme:
Abuse prevention
Document Type:
Workbook
Organization / Institution:
College of Nurses of Ontario
Target Audience:
Nurses
Document type:
Educational handouts
Subject area:
Health care education
Theme:
Person-centred care
Intended audience:
Health Care Assistant students
Educational level:
Post-secondary vocational training
Geographic context:
Canada
Care settings:
Complex care facility, home support, assisted living, acute care
Key topics:
Compassionate care, dementia, communication, ethics, decision-making
Case study subjects:
Older adults receiving health services
Licensing:
CC BY-SA 4.0 (for cited material)
Note:
Year
Topic:
English grammar, Present Simple Tense
Document Type:
Educational material
Target Audience:
English language learners