-
1
-
-
0043157171
-
-
In: 4th European conference on principles and practice of knowledge discovery in databases: workshop on machine learning and textual information access, Springer, Berlin
-
Androutsopoulos I, Paliouras G, Karkaletsis V, Sakkis G, Spyropoulos CD, Stamatopoulos P (2000) Learning to filter spam E-mail: a comparison of a naive bayesian and a memory-based approach. In: 4th European conference on principles and practice of knowledge discovery in databases: workshop on machine learning and textual information access, Springer, Berlin, pp 1-13.
-
(2000)
Learning to Filter Spam E-mail: A Comparison of a Naive Bayesian and A Memory-based Approach
, pp. 1-13
-
-
Androutsopoulos, I.1
Paliouras, G.2
Karkaletsis, V.3
Sakkis, G.4
Spyropoulos, C.D.5
Stamatopoulos, P.6
-
3
-
-
78651513094
-
Privacy-invasive software-exploring effects and countermeasures, Licentiate Thesis Series
-
No 2007:01
-
Boldt M (2007) Privacy-invasive software-exploring effects and countermeasures, Licentiate Thesis Series, No 2007:01, Blekinge Institute of Technology.
-
(2007)
Blekinge Institute of Technology
-
-
Boldt, M.1
-
5
-
-
51349111045
-
-
Helsinki University of Technology, Espoo, Finland, no. TML-A10 in publications in telecommunication and software multimedia
-
Boldt M, Carlsson B, Jacobsson A (2004) Exploring spyware effects. In: Eight nordic workshop on secure IT systems, Helsinki University of Technology, Espoo, Finland, no. TML-A10 in publications in telecommunication and software multimedia, pp 23-30
-
(2004)
Exploring Spyware Effects. In: Eight Nordic Workshop On Secure it Systems
, pp. 23-30
-
-
Boldt, M.1
Carlsson, B.2
Jacobsson, A.3
-
6
-
-
0030211964
-
Bagging predictors
-
Breiman L (1996) Bagging predictors. Mach Learn 24(2):123-140
-
(1996)
Mach Learn
, vol.24
, Issue.2
, pp. 123-140
-
-
Breiman, L.1
-
7
-
-
22544468455
-
Boosting trees for anti-spam email filtering
-
In: Mitkov R, Angelova G, Bontcheva K, Nicolov N, Nikolov N (eds), Tzigov Chark, Bulgaria
-
Carreras X, Màrquez L (2001) Boosting trees for anti-spam email filtering. In: Mitkov R, Angelova G, Bontcheva K, Nicolov N, Nikolov N (eds) European conference on recent advances in natural language processing. Tzigov Chark, Bulgaria, pp 58-64
-
(2001)
European Conference On Recent Advances In Natural Language Processing
, pp. 58-64
-
-
Carreras, X.1
Màrquez, L.2
-
10
-
-
0344621616
-
A computer readability formula designed for machine scoring
-
Coleman M, Liau TL (1975) A computer readability formula designed for machine scoring. J Appl Psy-chol 60:283-284
-
(1975)
J Appl Psy-chol
, vol.60
, pp. 283-284
-
-
Coleman, M.1
Liau, T.L.2
-
11
-
-
29644438050
-
Statistical comparisons of classifiers over multiple data sets
-
Demzar J (2006) Statistical comparisons of classifiers over multiple data sets. Mach Learn Res 7:1-30
-
(2006)
Mach Learn Res
, vol.7
, pp. 1-30
-
-
Demzar, J.1
-
13
-
-
0032594950
-
Support vector machines for spam categorization
-
Drucker H, Wu D, Vapnik V (1999) Support vector machines for spam categorization. IEEE Trans Neural Netw 10(5):1048-1054
-
(1999)
IEEE Trans Neural Netw
, vol.10
, Issue.5
, pp. 1048-1054
-
-
Drucker, H.1
Wu, D.2
Vapnik, V.3
-
14
-
-
78149315656
-
Using rule sets to maximize ROC performance
-
IEEE Press, New York City
-
Fawcett T (2001) Using rule sets to maximize ROC performance. In: IEEE international conference on data mining. IEEE Press, New York City, pp 131-138
-
(2001)
IEEE International Conference On Data Mining
, pp. 131-138
-
-
Fawcett, T.1
-
15
-
-
0345438685
-
ROC graphs-notes and practical considerations for data mining researchers
-
HPL-2003-4, Intelligent enterprise technologies laboratories, Palo Alto
-
Fawcett T (2003) ROC graphs-notes and practical considerations for data mining researchers. Tech. Rep. HPL-2003-4, Intelligent enterprise technologies laboratories, Palo Alto
-
(2003)
Tech. Rep
-
-
Fawcett, T.1
-
17
-
-
0344229953
-
A new readability yardstick
-
Flesch R (1948) A new readability yardstick. J Appl Psychol 32:221-233
-
(1948)
J Appl Psychol
, vol.32
, pp. 221-233
-
-
Flesch, R.1
-
19
-
-
70350403231
-
User choices and regret: Understanding users' decision process about consensually acquired spyware
-
Good N, Grossklags J, Thaw D, Perzanowski A, Mulligan DK, Konstan J (2006) User choices and regret: understanding users' decision process about consensually acquired spyware. I/S Law Policy Inf Soc 2(2):283-344
-
(2006)
I/S Law Policy Inf Soc
, vol.2
, Issue.2
, pp. 283-344
-
-
Good, N.1
Grossklags, J.2
Thaw, D.3
Perzanowski, A.4
Mulligan, D.K.5
Konstan, J.6
-
21
-
-
22944460214
-
Multinomial naive bayes for text categorization revisited
-
Springer, Berlin
-
Kibriya AM, Frank E, Pfahringer B, Holmes G (2004) Multinomial naive bayes for text categorization revisited. In: Seventh Australian joint conference on artificial intelligence, Springer, Berlin, pp 488-499
-
(2004)
Seventh Australian Joint Conference On Artificial Intelligence
, pp. 488-499
-
-
Kibriya, A.M.1
Frank, E.2
Pfahringer, B.3
Holmes, G.4
-
24
-
-
45949092426
-
Spyware Prevention by Classifying End User License Agreements
-
Springer, Berlin
-
Lavesson N, Davidsson P, Boldt M, Jacobsson A (2008) Spyware Prevention by Classifying End User License Agreements. In: New challenges in applied intelligence technologies, studies in computational intelligence, vol 134. Springer, Berlin
-
(2008)
New Challenges In Applied Intelligence Technologies, Studies In Computational Intelligence
, vol.134
-
-
Lavesson, N.1
Davidsson, P.2
Boldt, M.3
Jacobsson, A.4
-
25
-
-
24344464891
-
The spyware nightmare
-
McFedries P (2005) The spyware nightmare. IEEE Spectr 42(8):72-72
-
(2005)
IEEE Spectr
, vol.42
, Issue.8
, pp. 72-72
-
-
McFedries, P.1
-
27
-
-
40249106140
-
A crawler-based study of spyware on the web
-
In: 13th annual symposium on network and distributed systems security
-
Moshchuk A, Bragin T, Gribble SD, Levy HM (2006) A crawler-based study of spyware on the web. In: 13th annual symposium on network and distributed systems security, Internet Society, Reston
-
(2006)
Internet Society, Reston
-
-
Moshchuk, A.1
Bragin, T.2
Gribble, S.D.3
Levy, H.M.4
-
29
-
-
85126956858
-
Stacking classifiers for anti-spam filtering of E-mail
-
Carnegie Mellon University, Pittsburgh
-
Sakkis G, Androutsopoulos I, Paliouras G, Karkaletsis V, Spyropoulos CD, Stamatopoulos P (2001) Stacking classifiers for anti-spam filtering of E-mail. In: Sixth conference on empirical methods in natural language processing, Carnegie Mellon University, Pittsburgh
-
(2001)
Sixth Conference On Empirical Methods In NatuRal Language Processing
-
-
Sakkis, G.1
Androutsopoulos, I.2
Paliouras, G.3
Karkaletsis, V.4
Spyropoulos, C.D.5
Stamatopoulos, P.6
-
30
-
-
0002442796
-
Machine learning in automated text categorization
-
Sebastiani F (2002) Machine learning in automated text categorization. ACM Comput Surv 34(1):1-47
-
(2002)
ACM Comput Surv
, vol.34
, Issue.1
, pp. 1-47
-
-
Sebastiani, F.1
-
32
-
-
84965931772
-
Derivation and validation of the automated readability index for use with technical materials
-
Smith EA, Kincaid P (1970) Derivation and validation of the automated readability index for use with technical materials. Human Factors 12:457-464
-
(1970)
Human Factors
, vol.12
, pp. 457-464
-
-
Smith, E.A.1
Kincaid, P.2
-
34
-
-
67349109407
-
Using wikipedia knowledge to improve text classification
-
Wang P, Hu J, Zeng H-J, Chen Z (2009) Using wikipedia knowledge to improve text classification. Knowl Inf Syst 19:265-281
-
(2009)
Knowl Inf Syst
, vol.19
, pp. 265-281
-
-
Wang, P.1
Hu, J.2
Zeng, H.-J.3
Chen, Z.4
-
35
-
-
78651478096
-
Boosting support vector machines for imbalanced data Sets
-
(Online First)
-
Wang BX, Japkowicz N (2009) Boosting support vector machines for imbalanced data Sets. Knowl Inf Syst (Online First)
-
(2009)
Knowl Inf Syst
-
-
Wang, B.X.1
Japkowicz, N.2
-
38
-
-
23344449408
-
What do consumers really know about spyware
-
Zhang X (2005) What do consumers really know about spyware. Commun ACM 48(8):44-48
-
(2005)
Commun ACM
, vol.48
, Issue.8
, pp. 44-48
-
-
Zhang, X.1
-
39
-
-
44649091206
-
Instance weighting versus threshold adjusting for cost-sensitive classification
-
Zhao H (2008) Instance weighting versus threshold adjusting for cost-sensitive classification. Knowl Inf Syst 15:321-334
-
(2008)
Knowl Inf Syst
, vol.15
, pp. 321-334
-
-
Zhao, H.1
|