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1

Evaluation of the confusion matrix method in the validation of an automated system for measuring feeding behaviour of cattle

Salla, Ruuska, Wilhelmiina, Hämäläinen, Sari, Kajava, Mikaela, Mughal, Pekka, Matilainen, Jaakko, Mononen

Journal:

Behavioural Processes

Year:

2018

Language:

english

File:

PDF, 622 KB

english, 2018

2

New upper bounds for tight and fast approximation of Fisher’s exact test in dependency rule mining

Hämäläinen, Wilhelmiina

Journal:

Computational Statistics & Data Analysis

Year:

2016

Language:

english

File:

PDF, 501 KB

english, 2016

3

Can stealing cows distort the results of feeding trials? An experiment for quantification and prevention of stealing feed by dairy cows from roughage intake control feeders

Ruuska, Salla, Hämäläinen, Wilhelmiina, Sairanen, Auvo, Juutinen, Elina, Tuomisto, Leena, Järvinen, Mikko, Mononen, Jaakko

Journal:

Applied Animal Behaviour Science

Year:

2014

Language:

english

File:

PDF, 762 KB

english, 2014

4

[IEEE 2008 Eighth IEEE International Conference on Data Mining (ICDM) - Pisa, Italy (2008.12.15-2008.12.19)] 2008 Eighth IEEE International Conference on Data Mining - Efficient Discovery of Statistically Significant Association Rules

Hämäläinen, Wilhelmiina, Nykänen, Matti

Year:

2008

Language:

english

File:

PDF, 278 KB

english, 2008

5

Kingfisher: an efficient algorithm for searching for both positive and negative dependency rules with statistical significance measures

Wilhelmiina Hämäläinen

Journal:

Knowledge and Information Systems

Year:

2012

Language:

english

File:

PDF, 503 KB

english, 2012

6

Measuring behaviour accurately with instantaneous sampling: A new tool for selecting appropriate sampling intervals

Hämäläinen, Wilhelmiina, Ruuska, Salla, Kokkonen, Tuomo, Orkola, Saana, Mononen, Jaakko

Journal:

Applied Animal Behaviour Science

Year:

2016

Language:

english

File:

PDF, 564 KB

english, 2016

7

A tutorial on statistically sound pattern discovery

Hämäläinen, Wilhelmiina, Webb, Geoffrey I.

Journal:

Data Mining and Knowledge Discovery

Year:

2018

Language:

english

File:

PDF, 1.02 MB

english, 2018

8

[IEEE 2010 IEEE 10th International Conference on Data Mining (ICDM) - Sydney, Australia (2010.12.13-2010.12.17)] 2010 IEEE International Conference on Data Mining - Efficient Discovery of the Top-K Optimal Dependency Rules with Fisher's Exact Test of Significance

Hamalainen, Wilhelmiina

Year:

2010

Language:

english

File:

PDF, 323 KB

english, 2010

9

[ACM Press the 20th ACM SIGKDD international conference - New York, New York, USA (2014.08.24-2014.08.27)] Proceedings of the 20th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '14 - Statistically sound pattern discovery

Hämäläinen, Wilhelmiina, Webb, Geoffrey I.

Year:

2014

Language:

english

File:

PDF, 341 KB

english, 2014

10

StatApriori: an efficient algorithm for searching statistically significant association rules

Wilhelmiina Hämäläinen

Journal:

Knowledge and Information Systems

Year:

2010

Language:

english

File:

PDF, 531 KB

english, 2010

11

[IEEE 2012 IEEE 12th International Conference on Data Mining Workshops - Brussels, Belgium (2012.12.10-2012.12.10)] 2012 IEEE 12th International Conference on Data Mining Workshops - Thorough Analysis of Log Data with Dependency Rules: Practical Solutions and Theoretical Challenges

Hamalainen, Wilhelmiina

Year:

2012

Language:

english

File:

PDF, 272 KB

english, 2012

12

[IEEE 2011 11th International Conference on Intelligent Systems Design and Applications (ISDA) - Cordoba, Spain (2011.11.22-2011.11.24)] 2011 11th International Conference on Intelligent Systems Design and Applications - Jerk-based feature extraction for robust activity recognition from acceleration data

Hamalainen, Wilhelmiina, Jarvinen, Mikko, Martiskainen, Paula, Mononen, Jaakko

Year:

2011

Language:

english

File:

PDF, 281 KB

english, 2011

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