• Wrong document? Swap it for free
  • Written by students who passed
  • Immediately available after payment
  • Read online or as PDF
  • 4.6 TrustPilot
0
Sell
Where do you study
Your language
Start selling Create your account
  • Solution Manual
  • Solution Manual
To add items to your wishlist, you must be logged in
Document preview thumbnail
Preview 4 out of 31 pages
Exam (elaborations)

Outlier Analysis 2nd (2017) - Charu C. Aggarwal - Solutions Manual PDF

0.0
(0 reviews)
- sold
31 pages
2025/2026 Written for academic year
Institution Solution Manual
Course Solution Manual
Document preview thumbnail
Preview 4 out of 31 pages

Complete solutions covering probabilistic models, linear methods, proximity-based techniques, high-dimensional outlier detection, time series anomalies, and ensemble methods. Step-by-step derivations for data science and machine learning students. Outlier Analysis solutions, Charu Aggarwal manual, Anomaly detection exercises, Outlier detection problems, Probabilistic models solved, Linear methods outliers, Proximity-based techniques, High-dimensional detection, Time series anomalies answers, Ensemble methods manual, 2nd edition solutions, Data mining homework, Machine learning outliers, Aggarwal solutions PDF, Statistical outlier methods, Springer data science

Content preview

ALL 12 CHAPTERS COVERED




SOLUTIONS MANUAL

,Instructor’s Solution Manual for “Outlier Analỵsis”

Charu C. Aggarwal
IBM T. J. Watson Research Center
Ỵorktown Heights, NỴ

September 11, 2016

,ii

, Contents

1 An Introduction to Outlier Analỵsis 1

2 Probabilistic and Statistical Models for Outlier Detection 3

3 Linear Models for Outlier Detection 7

4 Proximitỵ-Based Outlier Detection 9

5 High-Dimensional Outlier Detection: The Subspace Method 11

6 Outlier Ensembles 13

7 Supervised Outlier Detection 15

8 Outlier Detection in Categorical, Text, and Mixed-Attribute Data 17

9 Time Series and Multidimensional Streaming Outlier Detection 19

10 Outlier Detection in Discrete Sequences 21

11 Spatial Outlier Detection 23

12 Outlier Detection in Graphs and Networks 25




vii

Document information

Uploaded on
March 5, 2026
Number of pages
31
Written in
2025/2026
Type
Exam (elaborations)
Contains
Unknown
Report Copyright Violation
$18.49
Wrong document? Swap it for free Within 14 days of purchase and before downloading, you can choose a different document. You can simply spend the amount again.
Written by students who passed
Immediately available after payment
Read online or as PDF
Seller avatar
Reputation scores are based on the amount of documents a seller has sold for a fee and the reviews they have received for those documents. There are three levels: Bronze, Silver and Gold. The better the reputation, the more your can rely on the quality of the sellers work.
LECTARTHUR
3.7
(65)
Sold
428
Followers
106
Items
1973
Last sold
3 days ago

Browse related subjects

Subjects

Why students choose Stuvia

Created by fellow students, verified by reviews

Quality you can trust: written by students who passed their tests and reviewed by others who've used these notes.

Didn't get what you expected? Choose another document

No worries! You can instantly pick a different document that better fits what you're looking for.

Pay as you like, start learning right away

No subscription, no commitments. Pay the way you're used to via credit card and download your PDF document instantly.

Student with book image

“Bought, downloaded, and aced it. It really can be that simple.”

Alisha Student

Working on your references?

Create accurate citations in APA, MLA and Harvard with our free citation generator.

Learn more Create citation
Working on your references?

Frequently asked questions