-
1
-
-
0033318195
-
Probabilistic learning for selective dissemination of information
-
AMATI, G. AND CRESTANI, F. 1999. Probabilistic learning for selective dissemination of information. Inform. Process. Man. 35, 5, 633-654.
-
(1999)
Inform. Process. Man.
, vol.35
, Issue.5
, pp. 633-654
-
-
Amati, G.1
Crestani, F.2
-
2
-
-
0033651407
-
An experimental comparison of naive Bayesian and keyword-based anti-spam filtering with personal e-mail messages
-
Athens, Greece, 2000
-
ANDROUTSOPOULOS, I., KOUTSIAS, J., CHANDRINOS, K. V., AND SPYROPOULOS, C. D. 2000. An experimental comparison of naive Bayesian and keyword-based anti-spam filtering with personal e-mail messages. In Proceedings of SIGIR-00, 23rd ACM International Conference on Research and Development in Information Retrieval (Athens, Greece, 2000), 160-167.
-
(2000)
Proceedings of SIGIR-00, 23rd ACM International Conference on Research and Development in Information Retrieval
, pp. 160-167
-
-
Androutsopoulos, I.1
Koutsias, J.2
Chandrinos, K.V.3
Spyropoulos, C.D.4
-
3
-
-
0028461417
-
Automated learning of decision rules for text categorization
-
APTÉ, C., DAMEKAU, F. J., AND WEISS, S. M. 1994. Automated learning of decision rules for text categorization. ACM Trans. on Inform. Syst. 12, 3, 233-251.
-
(1994)
ACM Trans. on Inform. Syst.
, vol.12
, Issue.3
, pp. 233-251
-
-
Apté, C.1
Damekau, F.J.2
Weiss, S.M.3
-
4
-
-
0342726569
-
Categorization by context
-
ATTARDI, G., DI MARCO, S., AND SALVI, D. 1998. Categorization by context. J. Univers. Comput. Sci. 4, 9, 719-736.
-
(1998)
J. Univers. Comput. Sci.
, vol.4
, Issue.9
, pp. 719-736
-
-
Attardi, G.1
Di Marco, S.2
Salvi, D.3
-
5
-
-
0032264186
-
Distributional clustering of words for text classification
-
Melbourne, Australia, 1998
-
BAKER, L. D. AND McCALLUM, A. K. 1998. Distributional clustering of words for text classification. In Proceedings of SIGIR-98, 21st ACM International Conference on Research and Development in Information Retrieval (Melbourne, Australia, 1998), 96-103.
-
(1998)
Proceedings of SIGIR-98, 21st ACM International Conference on Research and Development in Information Retrieval
, pp. 96-103
-
-
Baker, L.D.1
McCallum, A.K.2
-
6
-
-
84976680153
-
Information filtering and information retrieval: Two sides of the same coin?
-
BELKIN, N. J. AND CROFT, W. B. 1992. Information filtering and information retrieval: two sides of the same coin? Commun. ACM 35, 12, 29-38.
-
(1992)
Commun. ACM
, vol.35
, Issue.12
, pp. 29-38
-
-
Belkin, N.J.1
Croft, W.B.2
-
7
-
-
0041757653
-
The automatic indexing system AIR/PHYS. From research to application
-
Grenoble, France, 1988, 333-342. Also reprinted in Sparck Jones and Willett [1997]
-
BIEBRICHER, P., FUHR, N., KNORZ, G., LUSTIG, G., AND SCHWANTNER, M. 1988. The automatic indexing system AIR/PHYS. From research to application. In Proceedings of SIGIR-88, 11th ACM International Conference on Research and Development in Information Retrieval (Grenoble, France, 1988), 333-342. Also reprinted in Sparck Jones and Willett [1997], pp. 513-517.
-
(1988)
Proceedings of SIGIR-88, 11th ACM International Conference on Research and Development in Information Retrieval
, pp. 513-517
-
-
Biebricher, P.1
Fuhr, N.2
Knorz, G.3
Lustig, G.4
Schwantner, M.5
-
8
-
-
0000121606
-
Automatic document classification
-
BORKO, H. AND BERNICK, M. 1963. Automatic document classification, J. Assoc. Comput. Mach. 10, 2, 151-161.
-
(1963)
J. Assoc. Comput. Mach.
, vol.10
, Issue.2
, pp. 151-161
-
-
Borko, H.1
Bernick, M.2
-
9
-
-
0242647875
-
A learner-independent evaluation of the usefulness of statistical phrases for automated text categorization
-
A. G. Chin, ed. Idea Group Publishing, Hershey, PA
-
CAROPRESO, M. F., MATWIN, S., AND SEBASTIANI, F. 2001. A learner-independent evaluation of the usefulness of statistical phrases for automated text categorization. In Text Databases and Document Management: Theory and Practice, A. G. Chin, ed. Idea Group Publishing, Hershey, PA, 78-102.
-
(2001)
Text Databases and Document Management: Theory and Practice
, pp. 78-102
-
-
Caropreso, M.F.1
Matwin, S.2
Sebastiani, F.3
-
10
-
-
0002636321
-
N-gram-based text categorization
-
Las Vegas, NV, 1994
-
CAVNAR, W. B. AND TRENKLE, J. M. 1994. N-gram-based text categorization. In Proceedings of SDAIR-94, 3rd Annual Symposium on Document Analysis and Information Retrieval (Las Vegas, NV, 1994), 161-175.
-
(1994)
Proceedings of SDAIR-94, 3rd Annual Symposium on Document Analysis and Information Retrieval
, pp. 161-175
-
-
Cavnar, W.B.1
Trenkle, J.M.2
-
11
-
-
0000776545
-
Scalable feature selection, classification and signature generation for organizing large text databases into hierarchical topic taxonomies
-
CHAKRABARTI, S., DOM, B. E., AGRAWAL, R., AND RAGHAVAN, P. 1998a. Scalable feature selection, classification and signature generation for organizing large text databases into hierarchical topic taxonomies. J. Very Large Data Bases 7, 3, 163-178.
-
(1998)
J. Very Large Data Bases
, vol.7
, Issue.3
, pp. 163-178
-
-
Chakrabarti, S.1
Dom, B.E.2
Agrawal, R.3
Raghavan, P.4
-
12
-
-
0032090684
-
Enhanced hypertext categorization using hyperlinks
-
Seattle, WA, 1998
-
CHAKRABARTI, S., DOM, B. E., AND INDYK, P. 1998b. Enhanced hypertext categorization using hyperlinks. In Proceedings of SIGMOD-98, ACM International Conference on Management of Data (Seattle, WA, 1998), 307-318.
-
(1998)
Proceedings of SIGMOD-98, ACM International Conference on Management of Data
, pp. 307-318
-
-
Chakrabarti, S.1
Dom, B.E.2
Indyk, P.3
-
13
-
-
0030699770
-
Autonomous document classification for business
-
Marina del Rey, CA, 1997
-
CLACK, C., FARRINGDON, J., LIDWELL, P., AND YU, T. 1997. Autonomous document classification for business. In Proceedings of the 1st International Conference on Autonomous Agents (Marina del Rey, CA, 1997), 201-208.
-
(1997)
Proceedings of the 1st International Conference on Autonomous Agents
, pp. 201-208
-
-
Clack, C.1
Farringdon, J.2
Lidwell, P.3
Yu, T.4
-
14
-
-
0021409053
-
Optimizing convenient online access to bibliographic databases
-
Also reprinted in Willett [1988], pp. 32-41
-
CLEVERDON, C. 1984. Optimizing convenient online access to bibliographic databases. Inform. Serv. Use 4, 1, 37-47. Also reprinted in Willett [1988], pp. 32-41.
-
(1984)
Inform. Serv. Use
, vol.4
, Issue.1
, pp. 37-47
-
-
Cleverdon, C.1
-
15
-
-
0002428766
-
Learning to classify English text with ILP methods
-
L. De Raedt, ed. IOS Press, Amsterdam, The Netherlands
-
COHEN, W. W. 1995a. Learning to classify English text with ILP methods. In Advances in Inductive Logic Programming, L. De Raedt, ed. IOS Press, Amsterdam, The Netherlands, 124-143.
-
(1995)
Advances in Inductive Logic Programming
, pp. 124-143
-
-
Cohen, W.W.1
-
16
-
-
84927764933
-
Text categorization and relational learning
-
Lake Tahoe, CA, 1995
-
COHEN, W. W. 1995b. Text categorization and relational learning. In Proceedings of ICML-95, 12th International Conference on Machine Learning (Lake Tahoe, CA, 1995), 124-132.
-
(1995)
Proceedings of ICML-95, 12th International Conference on Machine Learning
, pp. 124-132
-
-
Cohen, W.W.1
-
17
-
-
85166308335
-
Joins that generalize: Text classification using WHIRL
-
New York, NY, 1998
-
COHEN, W. W. AND HIRSH, H. 1998. Joins that generalize: text classification using WHIRL. In Proceedings of KDD-98, 4th International Conference on Knowledge Discovery and Data Mining (New York, NY, 1998), 169-173.
-
(1998)
Proceedings of KDD-98, 4th International Conference on Knowledge Discovery and Data Mining
, pp. 169-173
-
-
Cohen, W.W.1
Hirsh, H.2
-
18
-
-
0001345686
-
Context-sensitive learning methods for text categorization
-
COHEN, W. W. AND SINGER, Y. 1999. Context-sensitive learning methods for text categorization. ACM Trans. Inform. Syst. 17, 2, 141-173.
-
(1999)
ACM Trans. Inform. Syst.
, vol.17
, Issue.2
, pp. 141-173
-
-
Cohen, W.W.1
Singer, Y.2
-
19
-
-
0029214772
-
Some inconsistencies and misnomers in probabilistic information retrieval
-
COOPER, W. S. 1995. Some inconsistencies and misnomers in probabilistic information retrieval. ACM Trans. Inform. Syst. 13, 1, 100-111.
-
(1995)
ACM Trans. Inform. Syst
, vol.13
, Issue.1
, pp. 100-111
-
-
Cooper, W.S.1
-
20
-
-
39549109168
-
Trading MIPS and memory for knowledge engineering: Classifying census returns on the Connection Machine
-
CREECY, R. M., MASAND, B. M., SMITH, S. J., AND WALTZ, D. L. 1992. Trading MIPS and memory for knowledge engineering: classifying census returns on the Connection Machine. Commun. ACM 35, 8, 48-63.
-
(1992)
Commun. ACM
, vol.35
, Issue.8
, pp. 48-63
-
-
Creecy, R.M.1
Masand, B.M.2
Smith, S.J.3
Waltz, D.L.4
-
21
-
-
0032270571
-
"Is this document relevant? ... Probably." A survey of probabilistic models in information retrieval
-
CRESTANI, F., LALMAS, M., VAN RIJSBERGEN, C. J., AND CAMPBELL, I. 1998. "Is this document relevant? ... probably." A survey of probabilistic models in information retrieval. ACM Comput. Surv. 30, 4, 528-552.
-
(1998)
ACM Comput. Surv.
, vol.30
, Issue.4
, pp. 528-552
-
-
Crestani, F.1
Lalmas, M.2
Van Rijsbergen, C.J.3
Campbell, I.4
-
22
-
-
78049288875
-
Mistake-driven learning in text categorization
-
Providence, RI, 1997
-
DAGAN, I., KAROV, Y., AND ROTH, D. 1997. Mistake-driven learning in text categorization. In Proceedings of EMNLP-97, 2nd Conference on Empirical Methods in Natural Language Processing (Providence, RI, 1997), 55-63.
-
(1997)
Proceedings of EMNLP-97, 2nd Conference on Empirical Methods in Natural Language Processing
, pp. 55-63
-
-
Dagan, I.1
Karov, Y.2
Roth, D.3
-
23
-
-
84989525001
-
Indexing by latent semantic indexing
-
DEERWESTER, S., DUMAIS, S. T., FURNAS, G. W., LANDAUER, T. K., AND HARSHMAN, R. 1990. Indexing by latent semantic indexing. J. Amer. Soc. Inform. Sci. 41, 6, 391-407.
-
(1990)
J. Amer. Soc. Inform. Sci.
, vol.41
, Issue.6
, pp. 391-407
-
-
Deerwester, S.1
Dumais, S.T.2
Furnas, G.W.3
Landauer, T.K.4
Harshman, R.5
-
24
-
-
0037491807
-
HMM-based passage models for document classification and ranking
-
Darmstadt, Germany, 2001
-
DENOYER, L., ZARAGOZA, H., AND GALLINARI, P. 2001. HMM-based passage models for document classification and ranking. In Proceedings of ECIR-01, 23rd European Colloquium on Information Retrieval Research (Darmstadt, Germany, 2001).
-
(2001)
Proceedings of ECIR-01, 23rd European Colloquium on Information Retrieval Research
-
-
Denoyer, L.1
Zaragoza, H.2
Gallinari, P.3
-
25
-
-
84937491790
-
Integrating linguistic resources in an uniform way for text classification tasks
-
Grenada, Spain, 1998
-
DÍAZ ESTEBAN, A., DE BUENAGA RODRÍGUEZ, M., UREÑA LÓPEZ, L. A., AND GARCÍA VEGA, M. 1998. Integrating linguistic resources in an uniform way for text classification tasks. In Proceedings of LREC-98, 1st International Conference on Language Resources and Evaluation (Grenada, Spain, 1998), 1197-1204.
-
(1998)
Proceedings of LREC-98, 1st International Conference on Language Resources and Evaluation
, pp. 1197-1204
-
-
Díaz Esteban, A.1
De Buenaga Rodríguez, M.2
Ureña López, L.A.3
García Vega, M.4
-
26
-
-
0031269184
-
On the the optimality of the simple Bayesian classifier under zero-one loss
-
DOMINGOS, P. AND PAZZANI, M. J. 1997. On the the optimality of the simple Bayesian classifier under zero-one loss. Mach. Learn. 29, 2-3, 103-130.
-
(1997)
Mach. Learn.
, vol.29
, Issue.2-3
, pp. 103-130
-
-
Domingos, P.1
Pazzani, M.J.2
-
27
-
-
0032594950
-
Automatic text categorization and its applications to text retrieval
-
DRUCKER, H., VAPNIK, V., AND WU, D. 1999. Automatic text categorization and its applications to text retrieval. IEEE Trans. Neural Netw. 10, 5, 1048-1054.
-
(1999)
IEEE Trans. Neural Netw.
, vol.10
, Issue.5
, pp. 1048-1054
-
-
Drucker, H.1
Vapnik, V.2
Wu, D.3
-
28
-
-
0033656184
-
Hierarchical classification of Web content
-
Athens, Greece, 2000
-
DUMAIS, S. T. AND CHEN, H. 2000. Hierarchical classification of Web content. In Proceedings of SIGIR-00, 23rd ACM International Conference on Research and Development in Information Retrieval (Athens, Greece, 2000), 256-263.
-
(2000)
Proceedings of SIGIR-00, 23rd ACM International Conference on Research and Development in Information Retrieval
, pp. 256-263
-
-
Dumais, S.T.1
Chen, H.2
-
29
-
-
85105809948
-
Inductive learning algorithms and representations for text categorization
-
Bethesda, MD, 1998
-
DUMAIS, S. T., PLATT, J., HECKERMAN, D., AND SAHAMI, M. 1998. Inductive learning algorithms and representations for text categorization. In Proceedings of CIKM-98, 7th ACM International Conference on Information and Knowledge Management (Bethesda, MD, 1998), 148-155.
-
(1998)
Proceedings of CIKM-98, 7th ACM International Conference on Information and Knowledge Management
, pp. 148-155
-
-
Dumais, S.T.1
Platt, J.2
Heckerman, D.3
Sahami, M.4
-
30
-
-
84974712696
-
Boosting applied to word sense disambiguation
-
Barcelona, Spain, 2000
-
ESCUDERO, G., MÀRQUEZ, L., AND RIGAU, G. 2000. Boosting applied to word sense disambiguation. In Proceedings of ECML-00, 11th European Conference on Machine Learning (Barcelona, Spain, 2000), 129-141.
-
(2000)
Proceedings of ECML-00, 11th European Conference on Machine Learning
, pp. 129-141
-
-
Escudero, G.1
Màrquez, L.2
Rigau, G.3
-
31
-
-
0016616784
-
Towards automatic indexing: Automatic assignment of controlled-language indexing and classification from free indexing
-
FIELD, B. 1975. Towards automatic indexing: automatic assignment of controlled-language indexing and classification from free indexing. J. Document. 31, 4, 246-265.
-
(1975)
J. Document.
, vol.31
, Issue.4
, pp. 246-265
-
-
Field, B.1
-
32
-
-
0345373448
-
New directions in text categorization
-
A. Gammerman, ed. Springer, Heidelberg, Germany
-
FORSYTH, R. S. 1999. New directions in text categorization. In Causal Models and Intelligent Data Management, A. Gammerman, ed. Springer, Heidelberg, Germany, 151-185.
-
(1999)
Causal Models and Intelligent Data Management
, pp. 151-185
-
-
Forsyth, R.S.1
-
33
-
-
0036498206
-
Text categorization for multi-page documents: A hybrid naive Bayes HMM approach
-
March-May
-
FRASCONI, P., SODA, G., AND VULLO, A. 2002. Text categorization for multi-page documents: A hybrid naive Bayes HMM approach. J. Intell. Inform. Syst. 18, 2/3 (March-May), 195-217.
-
(2002)
J. Intell. Inform. Syst.
, vol.18
, Issue.2-3
, pp. 195-217
-
-
Frasconi, P.1
Soda, G.2
Vullo, A.3
-
34
-
-
0038505717
-
A probabilistic model of dictionary-based automatic indexing
-
Grenoble, France, 1985
-
FUHR, N. 1985. A probabilistic model of dictionary-based automatic indexing. In Proceedings of RIAO-85, 1st International Conference "Recherche d'Information Assistee par Ordinateur" (Grenoble, France, 1985), 207-216.
-
(1985)
Proceedings of RIAO-85, 1st International Conference "Recherche d'Information Assistee par Ordinateur"
, pp. 207-216
-
-
Fuhr, N.1
-
35
-
-
0024868803
-
Models for retrieval with probabilistic indexing
-
FUHR, N. 1989. Models for retrieval with probabilistic indexing. Inform. Process. Man. 25, 1, 55-72.
-
(1989)
Inform. Process. Man.
, vol.25
, Issue.1
, pp. 55-72
-
-
Fuhr, N.1
-
36
-
-
84976776599
-
A probabilistic learning approach for document indexing
-
FUHR, N. AND BUCKLEY, C. 1991. A probabilistic learning approach for document indexing. ACM Trans. Inform. Syst. 9, 3, 223-248.
-
(1991)
ACM Trans. Inform. Syst.
, vol.9
, Issue.3
, pp. 223-248
-
-
Fuhr, N.1
Buckley, C.2
-
37
-
-
0012332887
-
AIR/X - A rule-based multistage indexing system for large subject fields
-
Barcelona, Spain, 1991
-
FUHR, N., HARTMANN, S., KNORZ, G., LUSTIG, G., SCHWANTNER, M., AND TZERAS, K. 1991. AIR/X - a rule-based multistage indexing system for large subject fields. In Proceedings of RIAO-91, 3rd International Conference "Recherche d'Information Assistee par Ordinateur" (Barcelona, Spain, 1991), 606-623.
-
(1991)
Proceedings of RIAO-91, 3rd International Conference "Recherche d'Information Assistee par Ordinateur"
, pp. 606-623
-
-
Fuhr, N.1
Hartmann, S.2
Knorz, G.3
Lustig, G.4
Schwantner, M.5
Tzeras, K.6
-
38
-
-
0021649126
-
Retrieval test evaluation of a rule-based automated indexing (AIR/PHYS)
-
Cambridge, UK, 1984
-
FUHR, N. AND KNORZ, G. 1984. Retrieval test evaluation of a rule-based automated indexing (AIR/PHYS). In Proceedings of SIGIR-84, 7th ACM International Conference on Research and Development in Information Retrieval (Cambridge, UK, 1984), 391-408.
-
(1984)
Proceedings of SIGIR-84, 7th ACM International Conference on Research and Development in Information Retrieval
, pp. 391-408
-
-
Fuhr, N.1
Knorz, G.2
-
39
-
-
0027983217
-
Probabilistic information retrieval as combination of abstraction inductive learning and probabilistic assumptions
-
FUHR, N. AND PFEIFER, U. 1994. Probabilistic information retrieval as combination of abstraction inductive learning and probabilistic assumptions. ACM Trans. Inform. Syst. 12, 1, 92-115.
-
(1994)
ACM Trans. Inform. Syst.
, vol.12
, Issue.1
, pp. 92-115
-
-
Fuhr, N.1
Pfeifer, U.2
-
40
-
-
84957693645
-
Exploiting structural information for text classification on the WWW
-
Amsterdam, The Netherlands, 1999
-
FÜRNKRANZ, J. 1999. Exploiting structural information for text classification on the WWW. In Proceedings of IDA-99, 3rd Symposium on Intelligent Data Analysis (Amsterdam, The Netherlands, 1999), 487-497.
-
(1999)
Proceedings of IDA-99, 3rd Symposium on Intelligent Data Analysis
, pp. 487-497
-
-
Fürnkranz, J.1
-
41
-
-
84937392228
-
Experiments on the use of feature selection and negative evidence in automated text categorization
-
Lisbon, Portugal, 2000
-
GALAVOTTI, L., SEBASTIANI, F., AND SIMI, M. 2000. Experiments on the use of feature selection and negative evidence in automated text categorization. In Proceedings of ECDL-00, 4th European Conference on Research and Advanced Technology for Digital Libraries (Lisbon, Portugal, 2000), 59-68.
-
(2000)
Proceedings of ECDL-00, 4th European Conference on Research and Advanced Technology for Digital Libraries
, pp. 59-68
-
-
Galavotti, L.1
Sebastiani, F.2
Simi, M.3
-
42
-
-
34248847962
-
A method for disambiguating word senses in a large corpus
-
GALE, W. A., CHURCH, K. W., AND YAROWSKY, D. 1993. A method for disambiguating word senses in a large corpus. Comput. Human. 26, 5, 415-439.
-
(1993)
Comput. Human.
, vol.26
, Issue.5
, pp. 415-439
-
-
Gale, W.A.1
Church, K.W.2
Yarowsky, D.3
-
43
-
-
0033279309
-
A probabilistic description-oriented approach for categorising Web documents
-
Kansas City, MO, 1999
-
GÖVERT, N., LALMAS, M., AND FUHR, N. 1999. A probabilistic description-oriented approach for categorising Web documents. In Proceedings of CIKM-99, 8th ACM International Conference on Information and Knowledge Management (Kansas City, MO, 1999), 475-482.
-
(1999)
Proceedings of CIKM-99, 8th ACM International Conference on Information and Knowledge Management
, pp. 475-482
-
-
Gövert, N.1
Lalmas, M.2
Fuhr, N.3
-
45
-
-
0007654714
-
Document classification by machine: Theory and practice
-
Kyoto, Japan, 1994
-
classification by machine: theory and practice. In Proceedings of COLING-94, 15th International Conference on Computational Linguistics (Kyoto, Japan, 1994), 1059-1063.
-
(1994)
Proceedings of COLING-94, 15th International Conference on Computational Linguistics
, pp. 1059-1063
-
-
Guthrie, L.1
Walker, E.2
Guthrie, J.A.3
-
46
-
-
0025558080
-
Tcs: A shell for content-based text categorization
-
Santa Barbara, CA, 1990
-
HAYES, P. J., ANDERSEN, P. M., NIRENBURG, I. B., AND SCHMANDT, L. M. 1990. Tcs: a shell for content-based text categorization. In Proceedings of CAIA-90, 6th IEEE Conference on Artificial Intelligence Applications (Santa Barbara, CA, 1990), 320-326.
-
(1990)
Proceedings of CAIA-90, 6th IEEE Conference on Artificial Intelligence Applications
, pp. 320-326
-
-
Hayes, P.J.1
Andersen, P.M.2
Nirenburg, I.B.3
Schmandt, L.M.4
-
47
-
-
0015614403
-
A theory of relevance for automatic document classification
-
HEAPS, H. 1973. A theory of relevance for automatic document classification. Inform. Control 22, 3, 268-278.
-
(1973)
Inform. Control
, vol.22
, Issue.3
, pp. 268-278
-
-
Heaps, H.1
-
48
-
-
85030313899
-
OHSUMED: An interactive retrieval evaluation and new large text collection for research
-
Dublin, Ireland, 1994
-
HERSH, W., BUCKLEY, C., LEONE, T., AND HICKMAN, D. 1994. OHSUMED: an interactive retrieval evaluation and new large text collection for research. In Proceedings of SIGIR-94, 17th ACM International Conference on Research and Development in Information Retrieval (Dublin, Ireland, 1994), 192-201.
-
(1994)
Proceedings of SIGIR-94, 17th ACM International Conference on Research and Development in Information Retrieval
, pp. 192-201
-
-
Hersh, W.1
Buckley, C.2
Leone, T.3
Hickman, D.4
-
49
-
-
34447620746
-
Improving text retrieval for the routing problem using latent semantic indexing
-
Dublin, Ireland, 1994
-
HULL, D. A. 1994. Improving text retrieval for the routing problem using latent semantic indexing, In Proceedings of SIGIR-94, 17th ACM International Conference on Research and Development in Information Retrieval (Dublin, Ireland, 1994), 282-289.
-
(1994)
Proceedings of SIGIR-94, 17th ACM International Conference on Research and Development in Information Retrieval
, pp. 282-289
-
-
Hull, D.A.1
-
50
-
-
0030395242
-
Method combination for document filtering
-
Zürich, Switzerland, 1996
-
HULL, D. A., PEDERSEN, J. O., AND SCHÜTZE, H. 1996. Method combination for document filtering. In Proceedings of SIGIR-96, 19th ACM International Conference on Research and Development in Information Retrieval (Zürich, Switzerland, 1996), 279-288.
-
(1996)
Proceedings of SIGIR-96, 19th ACM International Conference on Research and Development in Information Retrieval
, pp. 279-288
-
-
Hull, D.A.1
Pedersen, J.O.2
Schütze, H.3
-
51
-
-
0000414149
-
Text categorization of low quality images
-
Las Vegas, NV, 1995
-
ITTNER, D. J., LEWIS, D. D., AND AHN, D. D. 1995. Text categorization of low quality images. In Proceedings of SDAIR-95, 4th Annual Symposium on Document Analysis and Information Retrieval (Las Vegas, NV, 1995), 301-315.
-
(1995)
Proceedings of SDAIR-95, 4th Annual Symposium on Document Analysis and Information Retrieval
, pp. 301-315
-
-
Ittner, D.J.1
Lewis, D.D.2
Ahn, D.D.3
-
52
-
-
0029182688
-
Cluster-based text categorization: A comparison of category search strategies
-
Seattle, WA, 1995
-
IWAYAMA, M. AND TOKUNAGA, T. 1995. Cluster-based text categorization: a comparison of category search strategies. In Proceedings of SIGIR-95, 18th ACM International Conference on Research and Development in Information Retrieval (Seattle, WA, 1995), 273-281.
-
(1995)
Proceedings of SIGIR-95, 18th ACM International Conference on Research and Development in Information Retrieval
, pp. 273-281
-
-
Iwayama, M.1
Tokunaga, T.2
-
53
-
-
0002771295
-
Boosting for document routing
-
McLean, VA, 2000
-
IYER, R. D., LEWIS, D. D., SCHAPIRE, R. E., SINGER, Y., AND SINGHAL, A. 2000. Boosting for document routing. In Proceedings of CIKM-00, 9th ACM International Conference on Information and Knowledge Management (McLean, VA, 2000), 70-77.
-
(2000)
Proceedings of CIKM-00, 9th ACM International Conference on Information and Knowledge Management
, pp. 70-77
-
-
Iyer, R.D.1
Lewis, D.D.2
Schapire, R.E.3
Singer, Y.4
Singhal, A.5
-
54
-
-
0002409860
-
A probabilistic analysis of the Rocchio algorithm with TFIDF for text categorization
-
Nashville, TN, 1997
-
JOACHIMS, T. 1997. A probabilistic analysis of the Rocchio algorithm with TFIDF for text categorization. In Proceedings of ICML-97, 14th International Conference on Machine Learning (Nashville, TN, 1997), 143-151.
-
(1997)
Proceedings of ICML-97, 14th International Conference on Machine Learning
, pp. 143-151
-
-
Joachims, T.1
-
55
-
-
84957069814
-
Text categorization with support vector machines: Learning with many relevant features
-
Chemnitz, Germany, 1998
-
JOACHIMS, T. 1998. Text categorization with support vector machines: learning with many relevant features. In Proceedings of ECML-98, 10th European Conference on Machine Learning (Chemnitz, Germany, 1998), 137-142.
-
(1998)
Proceedings of ECML-98, 10th European Conference on Machine Learning
, pp. 137-142
-
-
Joachims, T.1
-
56
-
-
0001938951
-
Transductive inference for text classification using support vector machines
-
Bled, Slovenia, 1999
-
JOACHIMS, T. 1999. Transductive inference for text classification using support vector machines. In Proceedings of ICML-99, 16th International Conference on Machine Learning (Bled, Slovenia, 1999), 200-209.
-
(1999)
Proceedings of ICML-99, 16th International Conference on Machine Learning
, pp. 200-209
-
-
Joachims, T.1
-
57
-
-
0036498450
-
Guest editors' introduction to the special issue on automated text categorization
-
March-May
-
JOACHIMS, T. AND SEBASTIANi, F. 2002. Guest editors' introduction to the special issue on automated text categorization. J. Intell. Inform. Syst. 18, 2/ 3 (March-May), 103-105.
-
(2002)
J. Intell. Inform. Syst.
, vol.18
, Issue.2-3
, pp. 103-105
-
-
Joachims, T.1
Sebastiani, F.2
-
58
-
-
85099325734
-
Irrelevant features and the subset selection problem
-
New Brunswick, NJ, 1994
-
JOHN, G. H., KOHAVI, R., AND PFLEGER, K. 1994. Irrelevant features and the subset selection problem. In Proceedings of ICML-94, 11th International Conference on Machine Learning (New Brunswick, NJ, 1994), 121-129.
-
(1994)
Proceedings of ICML-94, 11th International Conference on Machine Learning
, pp. 121-129
-
-
John, G.H.1
Kohavi, R.2
Pfleger, K.3
-
59
-
-
0010836165
-
Exploiting thesaurus knowledge in rule induction for text classification
-
Tzigov Chark, Bulgaria, 1997
-
JUNKER, M. AND ABECKER, A. 1997. Exploiting thesaurus knowledge in rule induction for text classification. In Proceedings of RANLP-97, 2nd International Conference on Recent Advances in Natural Language Processing (Tzigov Chark, Bulgaria, 1997), 202-207.
-
(1997)
Proceedings of RANLP-97, 2nd International Conference on Recent Advances in Natural Language Processing
, pp. 202-207
-
-
Junker, M.1
Abecker, A.2
-
60
-
-
0008372212
-
An experimental evaluation of OCR text representations for learning document classifiers
-
JUNKER, M. AND HOCH, R. 1998. An experimental evaluation of OCR text representations for learning document classifiers. Internat. J. Document Analysis and Recognition 1, 2, 116-122.
-
(1998)
Internat. J. Document Analysis and Recognition
, vol.1
, Issue.2
, pp. 116-122
-
-
Junker, M.1
Hoch, R.2
-
61
-
-
85111340306
-
Automatic detection of text genre
-
Madrid, Spain, 1997
-
KESSLER, B., NUNBEHG, G., AND SCHÜTZE, H. 1997. Automatic detection of text genre. In Proceedings of ACL-97, 35th Annual Meeting of the Association for Computational Linguistics (Madrid, Spain, 1997), 32-38.
-
(1997)
Proceedings of ACL-97, 35th Annual Meeting of the Association for Computational Linguistics
, pp. 32-38
-
-
Kessler, B.1
Nunbehg, G.2
Schütze, H.3
-
62
-
-
0033645894
-
Text filtering by boosting naive Bayes classifiers
-
Athens, Greece, 2000
-
KIM, Y.-H., HAHN, S.-Y., AND ZHANG, B.-T, 2000. Text filtering by boosting naive Bayes classifiers. In Proceedings of SIGIR-00, 23rd ACM International Conference on Research and Development in Information Retrieval (Athens, Greece, 2000), 168-175.
-
(2000)
Proceedings of SIGIR-00, 23rd ACM International Conference on Research and Development in Information Retrieval
, pp. 168-175
-
-
Kim, Y.-H.1
Hahn, S.-Y.2
Zhang, B.-T.3
-
63
-
-
0141804082
-
Detecting concept drift with support vector machines
-
Stanford, CA, 2000
-
KLINKENBERG, R. AND JOACHIMS, T. 2000. Detecting concept drift with support vector machines. In Proceedings of ICML-00, 17th International Conference on Machine Learning (Stanford, CA, 2000), 487-494.
-
(2000)
Proceedings of ICML-00, 17th International Conference on Machine Learning
, pp. 487-494
-
-
Klinkenberg, R.1
Joachims, T.2
-
64
-
-
0003083986
-
Mining online text
-
KNIGHT, K. 1999. Mining online text. Commun. ACM 42, 11, 58-61.
-
(1999)
Commun. ACM
, vol.42
, Issue.11
, pp. 58-61
-
-
Knight, K.1
-
65
-
-
0020918498
-
A decision theory approach to optimal automated indexing
-
Berlin, Germany, 1982
-
KNORZ, G. 1982. A decision theory approach to optimal automated indexing. In Proceedings of SIGIR-82, 5th ACM International Conference on Research and Development in Information Retrieval (Berlin, Germany, 1982), 174-193.
-
(1982)
Proceedings of SIGIR-82, 5th ACM International Conference on Research and Development in Information Retrieval
, pp. 174-193
-
-
Knorz, G.1
-
66
-
-
0002346866
-
Hierarchically classifying documents using very few words
-
Nashville, TN, 1997
-
KOLLER, D. AND SAHAMI, M. 1997. Hierarchically classifying documents using very few words. In Proceedings of ICML-97, 14th International Conference on Machine Learning (Nashville, TN, 1997), 170-178.
-
(1997)
Proceedings of ICML-97, 14th International Conference on Machine Learning
, pp. 170-178
-
-
Koller, D.1
Sahami, M.2
-
68
-
-
85032545177
-
Feature reduction for neural network based text categorization
-
Hsinchu, Taiwan, 1999
-
LAM, S. L. AND LEE, D. L. 1999. Feature reduction for neural network based text categorization. In Proceedings of DASFAA-99, 6th IEEE International Conference on Database Advanced Systems for Advanced Application (Hsinchu, Taiwan, 1999), 195-202.
-
(1999)
Proceedings of DASFAA-99, 6th IEEE International Conference on Database Advanced Systems for Advanced Application
, pp. 195-202
-
-
Lam, S.L.1
Lee, D.L.2
-
69
-
-
0032282385
-
Using a generalized instance set for automatic text categorization
-
Melbourne, Australia, 1998
-
LAM, W. AND Ho, C. Y. 1998. Using a generalized instance set for automatic text categorization. In Proceedings of SIGIR-98, 21st ACM International Conference on Research and Development in Information Retrieval (Melbourne, Australia, 1998), 81-89.
-
(1998)
Proceedings of SIGIR-98, 21st ACM International Conference on Research and Development in Information Retrieval
, pp. 81-89
-
-
Lam, W.1
Ho, C.Y.2
-
70
-
-
0012212072
-
Using a Bayesian network induction approach for text categorization
-
Nagoya, Japan, 1997
-
LAM, W., Low, K. F., AND Ho, C. Y. 1997. Using a Bayesian network induction approach for text categorization. In Proceedings of IJCAI-97, 15th International Joint Conference on Artificial Intelligence (Nagoya, Japan, 1997), 745-750.
-
(1997)
Proceedings of IJCAI-97, 15th International Joint Conference on Artificial Intelligence
, pp. 745-750
-
-
Lam, W.1
Low, K.F.2
Ho, C.Y.3
-
71
-
-
0033346015
-
Automatic text categorization and its applications to text retrieval
-
LAM, W., RUIZ, M. E., AND SRINIVASAN, P. 1999. Automatic text categorization and its applications to text retrieval. IEEE Trans. Knowl. Data Engin. 11, 6, 865-879.
-
(1999)
IEEE Trans. Knowl. Data Engin.
, vol.11
, Issue.6
, pp. 865-879
-
-
Lam, W.1
Ruiz, M.E.2
Srinivasan, P.3
-
72
-
-
85142688646
-
NEWSWEEDER: Learning to filter net-news
-
Lake Tahoe, CA, 1995
-
LANG, K. 1995. NEWSWEEDER: learning to filter net-news. In Proceedings of ICML-95, 12th International Conference on Machine Learning (Lake Tahoe, CA, 1995), 331-339.
-
(1995)
Proceedings of ICML-95, 12th International Conference on Machine Learning
, pp. 331-339
-
-
Lang, K.1
-
73
-
-
0032281304
-
Automatic essay grading using text categorization techniques
-
Melbourne, Australia, 1998
-
LARKEY, L. S. 1998. Automatic essay grading using text categorization techniques. In Proceedings of SIGIR-98, 21st ACM International Conference on Research and Development in Information Retrieval (Melbourne, Australia, 1998), 90-95.
-
(1998)
Proceedings of SIGIR-98, 21st ACM International Conference on Research and Development in Information Retrieval
, pp. 90-95
-
-
Larkey, L.S.1
-
74
-
-
0033279503
-
A patent search and classification system
-
Berkeley, CA, 1999
-
LARKEY, L. S. 1999. A patent search and classification system. In Proceedings of DL-99, 4th ACM Conference on Digital Libraries (Berkeley, CA, 1999), 179-187.
-
(1999)
Proceedings of DL-99, 4th ACM Conference on Digital Libraries
, pp. 179-187
-
-
Larkey, L.S.1
-
75
-
-
0030392357
-
Combining classifiers in text categorization
-
Zürich, Switzerland, 1996
-
LARKEY, L. S. AND CROFT, W. B. 1996, Combining classifiers in text categorization. In Proceedings of SIGIR-96, 19th ACM International Conference on Research and Development in Information Retrieval (Zürich, Switzerland, 1996), 289-297.
-
(1996)
Proceedings of SIGIR-96, 19th ACM International Conference on Research and Development in Information Retrieval
, pp. 289-297
-
-
Larkey, L.S.1
Croft, W.B.2
-
76
-
-
0027001621
-
An evaluation of phrasal and clustered representations on a text categorization task
-
Copenhagen, Denmark, 1992
-
LEWIS, D. D. 1992a. An evaluation of phrasal and clustered representations on a text categorization task. In Proceedings of SIGIR-92, 15th ACM International Conference on Research and Development in Information Retrieval (Copenhagen, Denmark, 1992), 37-50.
-
(1992)
Proceedings of SIGIR-92, 15th ACM International Conference on Research and Development in Information Retrieval
, pp. 37-50
-
-
Lewis, D.D.1
-
77
-
-
0004109771
-
-
Ph. D. thesis, Department of Computer Science, University of Massachusetts, Amherst, MA
-
LEWIS, D. D. 1992b. Representation and Learning in Information Retrieval. Ph. D. thesis, Department of Computer Science, University of Massachusetts, Amherst, MA.
-
(1992)
Representation and Learning in Information Retrieval
-
-
Lewis, D.D.1
-
78
-
-
0029193061
-
Evaluating and optmizing autonomous text classification systems
-
Seattle, WA, 1995
-
LEWIS, D. D. 1995a. Evaluating and optmizing autonomous text classification systems. In Proceedings of SIGIR-95, 18th ACM International Conference on Research and Development in Information Retrieval (Seattle, WA, 1995), 246-254.
-
(1995)
Proceedings of SIGIR-95, 18th ACM International Conference on Research and Development in Information Retrieval
, pp. 246-254
-
-
Lewis, D.D.1
-
79
-
-
84976725310
-
A sequential algorithm for training text classifiers: Corrigendum and additional data
-
LEWIS, D. D. 1995b. A sequential algorithm for training text classifiers: corrigendum and additional data. SIGIR Forum 29, 2, 13-19.
-
(1995)
SIGIR Forum
, vol.29
, Issue.2
, pp. 13-19
-
-
Lewis, D.D.1
-
80
-
-
0345373445
-
The TREC-4 filtering track: Description and analysis
-
Gaithersburg, MD, 1995
-
LEWIS, D. D. 1995c. The TREC-4 filtering track: description and analysis. In Proceedings of TREC-4, 4th Text Retrieval Conference (Gaithersburg, MD, 1995), 165-180.
-
(1995)
Proceedings of TREC-4, 4th Text Retrieval Conference
, pp. 165-180
-
-
Lewis, D.D.1
-
81
-
-
84957069091
-
Naive (Bayes) at forty: The independence assumption in information retrieval
-
Chemnitz, Germany, 1998
-
LEWIS D. D. 1998. Naive (Bayes) at forty: The independence assumption in information retrieval. In Proceedings of ECML-98, 10th European Conference on Machine Learning (Chemnitz, Germany, 1998), 4-15.
-
(1998)
Proceedings of ECML-98, 10th European Conference on Machine Learning
, pp. 4-15
-
-
Lewis, D.D.1
-
82
-
-
85124125604
-
Heterogeneous uncertainty sampling for supervised learning
-
New Brunswick, NJ, 1994
-
LEWIS, D. D. AND CATLETT, J. 1994. Heterogeneous uncertainty sampling for supervised learning. In Proceedings of ICML-94, 11th International Conference on Machine Learning (New Brunswick, NJ, 1994), 148-156.
-
(1994)
Proceedings of ICML-94, 11th International Conference on Machine Learning
, pp. 148-156
-
-
Lewis, D.D.1
Catlett, J.2
-
83
-
-
85013879626
-
A sequential algorithm for training text classifiers
-
Dublin, Ireland, 1994. See also Lewis [1995b]
-
LEWIS, D. D. AND GALE, W. A. 1994. A sequential algorithm for training text classifiers. In Proceedings of SIGIR-94, 17th ACM International Conference on Research and Development in Information Retrieval (Dublin, Ireland, 1994), 3-12. See also Lewis [1995b].
-
(1994)
Proceedings of SIGIR-94, 17th ACM International Conference on Research and Development in Information Retrieval
, pp. 3-12
-
-
Lewis, D.D.1
Gale, W.A.2
-
84
-
-
0344080097
-
Guest editorial for the special issue on text categorization
-
LEWIS, D. D. AND HAYES, P. J. 1994. Guest editorial for the special issue on text categorization. ACM Trans. Inform. Syst. 12, 3, 231.
-
(1994)
ACM Trans. Inform. Syst.
, vol.12
, Issue.3
, pp. 231
-
-
Lewis, D.D.1
Hayes, P.J.2
-
85
-
-
0001214384
-
A comparison of two learning algorithms for text categorization
-
Las Vegas, NV, 1994
-
LEWIS, D. D. AND RINGUETTE, M. 1994. A comparison of two learning algorithms for text categorization. In Proceedings of SDAIR-94, 3rd Annual Symposium on Document Analysis and Information Retrieval (Las Vegas, NV, 1994), 81-93.
-
(1994)
Proceedings of SDAIR-94, 3rd Annual Symposium on Document Analysis and Information Retrieval
, pp. 81-93
-
-
Lewis, D.D.1
Ringuette, M.2
-
86
-
-
0030405371
-
Training algorithms for linear text classifiers
-
Zürich, Switzerland, 1996
-
LEWIS, D. D., SCHAPIRE, R. E., CALLAN, J. P., AND PAPKA, R. 1996. Training algorithms for linear text classifiers. In Proceedings of SIGIR-96, 19th ACM International Conference on Research and Development in Information Retrieval (Zürich, Switzerland, 1996), 298-306.
-
(1996)
Proceedings of SIGIR-96, 19th ACM International Conference on Research and Development in Information Retrieval
, pp. 298-306
-
-
Lewis, D.D.1
Schapire, R.E.2
Callan, J.P.3
Papka, R.4
-
87
-
-
0033279267
-
Text classification using ESC-based stochastic decision lists
-
Kansas City, MO, 1999
-
LI, H. AND YAMANISHI, K. 1999. Text classification using ESC-based stochastic decision lists. In Proceedings of CIKM-99, 8th ACM International Conference on Information and Knowledge Management (Kansas City, MO, 1999), 122-130.
-
(1999)
In Proceedings of CIKM-99, 8th ACM International Conference on Information and Knowledge Management
, pp. 122-130
-
-
Li, H.1
Yamanishi, K.2
-
88
-
-
0032274556
-
Classification of text documents
-
LI, Y. H. AND JAIN, A. K. 1998. Classification of text documents. Comput. J. 41, 8, 537-546.
-
(1998)
Comput. J.
, vol.41
, Issue.8
, pp. 537-546
-
-
Li, Y.H.1
Jain, A.K.2
-
89
-
-
0028461596
-
Text categorization for multiple users based on semantic features from a machine-readable dictionary
-
LIDDY, E. D., PAIK, W., AND Yu, E. S. 1994. Text categorization for multiple users based on semantic features from a machine-readable dictionary. ACM Trans. Inform. Syst. 12, 3, 278-295.
-
(1994)
ACM Trans. Inform. Syst.
, vol.12
, Issue.3
, pp. 278-295
-
-
Liddy, E.D.1
Paik, W.2
Yu, E.S.3
-
90
-
-
0031369631
-
Active learning with committees for text categorization
-
Providence, RI, 1997
-
LIERE, R. AND TADEPALLI, P. 1997. Active learning with committees for text categorization. In Proceedings of AAAI-97, 14th Conference of the American Association for Artificial Intelligence (Providence, RI, 1997), 591-596.
-
(1997)
Proceedings of AAAI-97, 14th Conference of the American Association for Artificial Intelligence
, pp. 591-596
-
-
Liere, R.1
Tadepalli, P.2
-
91
-
-
0033279129
-
Learnable visual keywords for image classification
-
Berkeley, CA, 1999
-
LIM, J. H. 1999. Learnable visual keywords for image classification. In Proceedings of DL-99, 4th ACM Conference on Digital Libraries (Berkeley, CA, 1999), 139-145.
-
(1999)
Proceedings of DL-99, 4th ACM Conference on Digital Libraries
, pp. 139-145
-
-
Lim, J.H.1
-
93
-
-
0000943086
-
Automatic indexing: An experimental inquiry
-
MARON, M. 1961. Automatic indexing: an experimental inquiry. J. Assoc. Comput. Mach. 8, 3, 404-417.
-
(1961)
J. Assoc. Comput. Mach.
, vol.8
, Issue.3
, pp. 404-417
-
-
Maron, M.1
-
94
-
-
0004030914
-
Optimising confidence of text classification by evolution of symbolic expressions
-
K. E. Kinnear, ed. MIT Press, Cambridge, MA, Chapter 21
-
MASAND, B. 1994. Optimising confidence of text classification by evolution of symbolic expressions. In Advances in Genetic Programming, K. E. Kinnear, ed. MIT Press, Cambridge, MA, Chapter 21, 459-476.
-
(1994)
Advances in Genetic Programming
, pp. 459-476
-
-
Masand, B.1
-
95
-
-
0026986166
-
Classifying news stories using memory-based reasoning
-
Copenhagen, Denmark, 1992
-
MASAND, B., LINOFF, G., AND WALTZ, D. 1992, Classifying news stories using memory-based reasoning. In Proceedings of SIGIR-92, 15th ACM International Conference on Research and Development in Information Retrieval (Copenhagen, Denmark, 1992), 59-65.
-
(1992)
Proceedings of SIGIR-92, 15th ACM International Conference on Research and Development in Information Retrieval
, pp. 59-65
-
-
Masand, B.1
Linoff, G.2
Waltz, D.3
-
96
-
-
0000314722
-
Employing EM in pool-based active learning for text classification
-
Madison, WI, 1998
-
McCALLUM, A. K. AND NIGAM, K. 1998. Employing EM in pool-based active learning for text classification. In Proceedings of ICML-98, 15th International Conference on Machine Learning (Madison, WI, 1998), 350-358.
-
(1998)
Proceedings of ICML-98, 15th International Conference on Machine Learning
, pp. 350-358
-
-
McCallum, A.K.1
Nigam, K.2
-
97
-
-
0002332781
-
Improving text classification by shrinkage in a hierarchy of classes
-
Madison, WI, 1998
-
McCALLUM, A. K., ROSENFELD, R., MITCHELL, T. M., AND NG, A. Y. 1998. Improving text classification by shrinkage in a hierarchy of classes. In Proceedings of ICML-98, 15th International Conference on Machine Learning (Madison, WI, 1998), 359-367.
-
(1998)
Proceedings of ICML-98, 15th International Conference on Machine Learning
, pp. 359-367
-
-
McCallum, A.K.1
Rosenfeld, R.2
Mitchell, T.M.3
Ng, A.Y.4
-
98
-
-
0344972930
-
Text classification with self-organizing maps: Some lessons learned
-
MERKL, D. 1998. Text classification with self-organizing maps: Some lessons learned. Neurocomputing 21, 1/3, 61-77.
-
(1998)
Neurocomputing
, vol.21
, Issue.1-3
, pp. 61-77
-
-
Merkl, D.1
-
100
-
-
84957081878
-
Feature subset selection in text learning
-
Chemnitz, Germany, 1998
-
MLADENIĆ, D. 1998. Feature subset selection in text learning. In Proceedings of ECML-98, 10th European Conference on Machine Learning (Chemnitz, Germany, 1998), 95-100.
-
(1998)
Proceedings of ECML-98, 10th European Conference on Machine Learning
, pp. 95-100
-
-
Mladenić, D.1
-
101
-
-
0006322363
-
Word sequences as features in text-learning
-
Ljubljana, Slovenia, 1998
-
MLADENIĆ, D. AND GROBELNIK, M. 1998. Word sequences as features in text-learning. In Proceedings of ERK-98, the Seventh Electrotechnical and Computer Science Conference (Ljubljana, Slovenia, 1998), 145-148.
-
(1998)
Proceedings of ERK-98, the Seventh Electrotechnical and Computer Science Conference
, pp. 145-148
-
-
Mladenić, D.1
Grobelnik, M.2
-
102
-
-
0012228227
-
Applying an existing machine learning algorithm to text categorization
-
S. Wermter, B. Riloff, and G. Schaler, eds. Springer Verlag, Heidelberg, Germany
-
MOULINIER, I. AND GANASCIA, J.-G. 1996. Applying an existing machine learning algorithm to text categorization. In Connectionist, Statistical, and Symbolic Approaches to Learning for Natural Language Processing, S. Wermter, B. Riloff, and G. Schaler, eds. Springer Verlag, Heidelberg, Germany, 343-354.
-
(1996)
Connectionist, Statistical, and Symbolic Approaches to Learning for Natural Language Processing
, pp. 343-354
-
-
Moulinier, I.1
Ganascia, J.-G.2
-
103
-
-
0038144394
-
Text categorization: A symbolic approach
-
Las Vegas, NV, 1996
-
MOULINIER, I., RAŠKINIS, G., AND GANASCIA, J.-G. 1996. Text categorization: a symbolic approach. In Proceedings of SDAIR-96, 5th Annual Symposium on Document Analysis and Information Retrieval (Las Vegas, NV, 1996), 87-99.
-
(1996)
Proceedings of SDAIR-96, 5th Annual Symposium on Document Analysis and Information Retrieval
, pp. 87-99
-
-
Moulinier, I.1
Raškinis, G.2
Ganascia, J.-G.3
-
104
-
-
0345373440
-
A boosting approach to topic spotting on subdialogues
-
Stanford, CA, 2000
-
MYERS, K., KEARNS, M., SINGH, S., AND WALKER, M. A. 2000. A boosting approach to topic spotting on subdialogues. In Proceedings of ICML-00, 17th International Conference on Machine Learning (Stanford, CA, 2000), 655-662.
-
(2000)
Proceedings of ICML-00, 17th International Conference on Machine Learning
, pp. 655-662
-
-
Myers, K.1
Kearns, M.2
Singh, S.3
Walker, M.A.4
-
105
-
-
0030651099
-
Feature selection, perceptron learning, and a usability case study for text categorization
-
Philadelphia, PA, 1997
-
NG, H. T., GOH, W. B., AND Low, K. L. 1997. Feature selection, perceptron learning, and a usability case study for text categorization. In Proceedings of SIGIR-97, 20th ACM International Conference on Research and Development in Information Retrieval (Philadelphia, PA, 1997), 67-73.
-
(1997)
Proceedings of SIGIR-97, 20th ACM International Conference on Research and Development in Information Retrieval
, pp. 67-73
-
-
Ng, H.T.1
Goh, W.B.2
Low, K.L.3
-
106
-
-
0033886806
-
Text classification from labeled and unlabeled documents using EM
-
NIGAM, K., McCALLUM, A. K., THRUN, S., AND MITCHELL, T. M. 2000. Text classification from labeled and unlabeled documents using EM. Mach. Learn. 39, 2/3, 103-134.
-
(2000)
Mach. Learn.
, vol.39
, Issue.2-3
, pp. 103-134
-
-
Nigam, K.1
McCallum, A.K.2
Thrun, S.3
Mitchell, T.M.4
-
107
-
-
0033645203
-
A practical hypertext categorization method using links and incrementally available class information
-
Athens, Greece, 2000
-
OH, H.-J., MYAENG, S. H., AND LEE, M.-H. 2000. A practical hypertext categorization method using links and incrementally available class information. In Proceedings of SIGIR-00, 23rd ACM International Conference on Research and Development in Information Retrieval (Athens, Greece, 2000), 264-271.
-
(2000)
Proceedings of SIGIR-00, 23rd ACM International Conference on Research and Development in Information Retrieval
, pp. 264-271
-
-
Oh, H.-J.1
Myaeng, S.H.2
Lee, M.-H.3
-
109
-
-
0029206077
-
Little words can make a big difference for text classification
-
Seattle, WA, 1995
-
RILOFF, E. 1995. Little words can make a big difference for text classification. In Proceedings of SIGIR-95, 18th ACM International Conference on Research and Development in Information Retrieval (Seattle, WA, 1995), 130-136.
-
(1995)
Proceedings of SIGIR-95, 18th ACM International Conference on Research and Development in Information Retrieval
, pp. 130-136
-
-
Riloff, E.1
-
110
-
-
0028460389
-
Information extraction as a basis for high-precision text classification
-
RILOFF, E. AND LEHNERT, W. 1994. Information extraction as a basis for high-precision text classification. ACM Trans. Inform. Syst. 12, 3, 296-333.
-
(1994)
ACM Trans. Inform. Syst.
, vol.12
, Issue.3
, pp. 296-333
-
-
Riloff, E.1
Lehnert, W.2
-
111
-
-
0021664539
-
Probabilistic automatic indexing by learning from human indexers
-
ROBERTSON, S. E. AND HARDING, P. 1984. Probabilistic automatic indexing by learning from human indexers. J. Document. 40, 4, 264-270.
-
(1984)
J. Document.
, vol.40
, Issue.4
, pp. 264-270
-
-
Robertson, S.E.1
Harding, P.2
-
112
-
-
0016958419
-
Relevance weighting of search terms
-
Also reprinted in Willett [1988], pp. 143-160
-
ROBERTSON, S. E. AND SPARCK JONES, K. 1976. Relevance weighting of search terms. J. Amer. Soc. Inform. Sci. 27, 3, 129-146. Also reprinted in Willett [1988], pp. 143-160.
-
(1976)
J. Amer. Soc. Inform. Sci.
, vol.27
, Issue.3
, pp. 129-146
-
-
Robertson, S.E.1
Sparck Jones, K.2
-
113
-
-
0031632815
-
Learning to resolve natural language ambiguities: A unified approach
-
Madison, WI, 1998
-
ROTH, D. 1998. Learning to resolve natural language ambiguities: a unified approach. In Proceedings of AAAI-98, 15th Conference of the American Association for Artificial Intelligence (Madison, WI, 1998), 806-813.
-
(1998)
Proceedings of AAAI-98, 15th Conference of the American Association for Artificial Intelligence
, pp. 806-813
-
-
Roth, D.1
-
114
-
-
84994902681
-
Hierarchical neural networks for text categorization
-
Berkeley, CA, 1999
-
RUIZ, M. E. AND SRINIVASAN, P. 1999. Hierarchical neural networks for text categorization. In Proceedings of SIGIR-99, 22nd ACM International Conference on Research and Development in Information Retrieval (Berkeley, CA, 1999), 281-282.
-
(1999)
Proceedings of SIGIR-99, 22nd ACM International Conference on Research and Development in Information Retrieval
, pp. 281-282
-
-
Ruiz, M.E.1
Srinivasan, P.2
-
115
-
-
0344511288
-
Text-based approaches for non-topical image categorization
-
SABLE, C. L. AND HATZIVASSILOGLOU, V. 2000. Text-based approaches for non-topical image categorization. Internat. J. Dig. Libr. 3, 3, 261-275.
-
(2000)
Internat. J. Dig. Libr.
, vol.3
, Issue.3
, pp. 261-275
-
-
Sable, C.L.1
Hatzivassiloglou, V.2
-
116
-
-
45549117987
-
Term-weighting approaches in automatic text retrieval
-
Also reprinted in Sparck Jones and Willett [1997], pp. 323-328
-
SALTON, G. AND BUCKLEY, C. 1988. Term-weighting approaches in automatic text retrieval. Inform. Process. Man. 24, 5, 513-523. Also reprinted in Sparck Jones and Willett [1997], pp. 323-328.
-
(1988)
Inform. Process. Man.
, vol.24
, Issue.5
, pp. 513-523
-
-
Salton, G.1
Buckley, C.2
-
117
-
-
0016572913
-
A vector space model for automatic indexing
-
Also reprinted in Sparck Jones and Willett [1997], pp. 273-280
-
SALTON, G., WONG, A., AND YANG, C. 1975. A vector space model for automatic indexing. Commun. ACM 18, 11, 613-620. Also reprinted in Sparck Jones and Willett [1997], pp. 273-280.
-
(1975)
Commun. ACM
, vol.18
, Issue.11
, pp. 613-620
-
-
Salton, G.1
Wong, A.2
Yang, C.3
-
118
-
-
0016572286
-
Relevance: A review of and a framework for the thinking on the notion in information science
-
Also reprinted in Sparck Jones and Willett [1997], pp. 143-165
-
SARACEVIC, T. 1975, Relevance: a review of and a framework for the thinking on the notion in information science. J. Amer. Soc. Inform. Sci. 26, 6, 321-343. Also reprinted in Sparck Jones and Willett [1997], pp. 143-165.
-
(1975)
J. Amer. Soc. Inform. Sci.
, vol.26
, Issue.6
, pp. 321-343
-
-
Saracevic, T.1
-
119
-
-
0033905095
-
BoosTexter: A boosting-based system for text categorization
-
SCHAPIRE, R. E. AND SINGER, Y. 2000. BoosTexter: a boosting-based system for text categorization. Mach. Learn. 39, 2/3, 135-168.
-
(2000)
Mach. Learn.
, vol.39
, Issue.2-3
, pp. 135-168
-
-
Schapire, R.E.1
Singer, Y.2
-
120
-
-
0032258599
-
Boosting and Rocchio applied to text filtering
-
Melbourne, Australia, 1998
-
SCHAFIRE, R. E., SINGER, Y., AND SINGHAL, A. 1998. Boosting and Rocchio applied to text filtering. In Proceedings of SIGIR-98, 21st ACM International Conference on Research and Development in Information Retrieval (Melbourne, Australia, 1998), 215-223.
-
(1998)
Proceedings of SIGIR-98, 21st ACM International Conference on Research and Development in Information Retrieval
, pp. 215-223
-
-
Schafire, R.E.1
Singer, Y.2
Singhal, A.3
-
121
-
-
0347596961
-
Automatic word sense discrimination
-
SCHÜTZE, H. 1998. Automatic word sense discrimination. Computat. Ling. 24, 1, 97-124.
-
(1998)
Computat. Ling.
, vol.24
, Issue.1
, pp. 97-124
-
-
Schütze, H.1
-
122
-
-
0029206376
-
A comparison of classifiers and document representations for the routing problem
-
Seattle, WA, 1995
-
SCHÜTZE, H., HULL, D. A., AND PEDERSEN, J. O. 1995. A comparison of classifiers and document representations for the routing problem. In Proceedings of SIGIR-95, 18th ACM International Conference on Research and Development in Information Retrieval (Seattle, WA, 1995), 229-237.
-
(1995)
Proceedings of SIGIR-95, 18th ACM International Conference on Research and Development in Information Retrieval
, pp. 229-237
-
-
Schütze, H.1
Hull, D.A.2
Pedersen, J.O.3
-
123
-
-
0010836411
-
Feature engineering for text classification
-
Bled, Slovenia, 1999
-
SCOTT, S. AND MATWIN, S. 1999. Feature engineering for text classification. In Proceedings of ICML-99, 16th International Conference on Machine Learning (Bled, Slovenia, 1999), 379-388.
-
(1999)
Proceedings of ICML-99, 16th International Conference on Machine Learning
, pp. 379-388
-
-
Scott, S.1
Matwin, S.2
-
124
-
-
85018089791
-
An improved boosting algorithm and its application to automated text categorization
-
McLean, VA, 2000
-
SEBASTIANI, F., SPERDUTI, A., AND VALDAMBRINI, N. 2000. An improved boosting algorithm and its application to automated text categorization. In Proceedings of CIKM-00, 9th ACM International Conference on Information and Knowledge Management (McLean, VA, 2000), 78-85.
-
(2000)
Proceedings of CIKM-00, 9th ACM International Conference on Information and Knowledge Management
, pp. 78-85
-
-
Sebastiani, F.1
Sperduti, A.2
Valdambrini, N.3
-
125
-
-
0030657314
-
Learning routing queries in a query zone
-
Philadelphia, PA, 1997
-
SINGHAL, A., MITRA, M., AND BUCKLEY, C. 1997. Learning routing queries in a query zone. In Proceedings of SIGIR-97, 20th ACM International Conference on Research and Development in Information Retrieval (Philadelphia, PA, 1997), 25-32.
-
(1997)
Proceedings of SIGIR-97, 20th ACM International Conference on Research and Development in Information Retrieval
, pp. 25-32
-
-
Singhal, A.1
Mitra, M.2
Buckley, C.3
-
126
-
-
0030242009
-
Document length normalization
-
SINGHAL, A., SALTON, G., MITRA, M., AND BUCKLEY, C. 1996. Document length normalization. Inform. Process. Man. 32, 5, 619-633.
-
(1996)
Inform. Process. Man.
, vol.32
, Issue.5
, pp. 619-633
-
-
Singhal, A.1
Salton, G.2
Mitra, M.3
Buckley, C.4
-
127
-
-
9444227939
-
The power of word clusters for text classification
-
Darmstadt, Germany, 2001
-
SLONIM, N. AND TISHBY, N. 2001. The power of word clusters for text classification. In Proceedings of ECIR-01, 23rd European Colloquium on Information Retrieval Research (Darmstadt, Germany, 2001).
-
(2001)
Proceedings of ECIR-01, 23rd European Colloquium on Information Retrieval Research
-
-
Slonim, N.1
Tishby, N.2
-
129
-
-
0032596544
-
Feature selection in SVM text categorization
-
Orlando, FL, 1999
-
TAIRA, H. AND HARUNO, M. 1999. Feature selection in SVM text categorization. In Proceedings of AAAI-99, 16th Conference of the American Association for Artificial Intelligence (Orlando, FL, 1999), 480-486.
-
(1999)
Proceedings of AAAI-99, 16th Conference of the American Association for Artificial Intelligence
, pp. 480-486
-
-
Taira, H.1
Haruno, M.2
-
130
-
-
0033907860
-
Adaptive information filtering using evolutionary computation
-
TAURITZ, D. R., KOK, J. N., AND SPRINKHUIZEN-KUYPER, I. G. 2000. Adaptive information filtering using evolutionary computation. Inform. Sci. 122, 2-4, 121-140.
-
(2000)
Inform. Sci.
, vol.122
, Issue.2-4
, pp. 121-140
-
-
Tauritz, D.R.1
Kok, J.N.2
Sprinkhuizen-Kuyper, I.G.3
-
131
-
-
0030365938
-
Error correlation and error reduction in ensemble classifiers
-
TUMER, K. AND GHOSH, J. 1996. Error correlation and error reduction in ensemble classifiers. Connection Sci. 8, 3-4, 385-403.
-
(1996)
Connection Sci.
, vol.8
, Issue.3-4
, pp. 385-403
-
-
Tumer, K.1
Ghosh, J.2
-
132
-
-
0027718886
-
Automatic indexing based on Bayesian inference networks
-
Pittsburgh, PA, 1993
-
TZERAS, K. AND HARTMANN, S. 1993. Automatic indexing based on Bayesian inference networks. In Proceedings of SIGIR-93, 16th ACM International Conference on Research and Development in Information Retrieval (Pittsburgh, PA, 1993), 22-34.
-
(1993)
Proceedings of SIGIR-93, 16th ACM International Conference on Research and Development in Information Retrieval
, pp. 22-34
-
-
Tzeras, K.1
Hartmann, S.2
-
133
-
-
0017500411
-
A theoretical basis for the use of co-occurrence data in information retrieval
-
VAN RIJSBERGEN, C. J. 1977. A theoretical basis for the use of co-occurrence data in information retrieval. J. Document. 33, 2, 106-119.
-
(1977)
J. Document.
, vol.33
, Issue.2
, pp. 106-119
-
-
Van Rijsbergen, C.J.1
-
135
-
-
0000162912
-
Exploiting hierarchy in text catagorization
-
WEIGEND, A. S., WIENER, E. D., AND PEDERSEN, J. O. 1999. Exploiting hierarchy in text catagorization. Inform. Retr. 1, 3, 193-216.
-
(1999)
Inform. Retr.
, vol.1
, Issue.3
, pp. 193-216
-
-
Weigend, A.S.1
Wiener, E.D.2
Pedersen, J.O.3
-
136
-
-
0033366097
-
Maximizing text-mining performance
-
WEISS, S. M., APTÉ, C., DAMERAU, F. J., JOHNSON, D. E., OLES, F. J., GOETZ, T., AND HAMPP, T. 1999. Maximizing text-mining performance. IEEE Intell. Syst. 14, 4, 63-69.
-
(1999)
IEEE Intell. Syst.
, vol.14
, Issue.4
, pp. 63-69
-
-
Weiss, S.M.1
Apté, C.2
Damerau, F.J.3
Johnson, D.E.4
Oles, F.J.5
Goetz, T.6
Hampp, T.7
-
137
-
-
0001700195
-
A neural network approach to topic spotting
-
Las Vegas, NV, 1995
-
WIENER, E. D., PEDERSEN, J. O., AND WEIGEND, A. S. 1995. A neural network approach to topic spotting. In Proceedings of SDAIR-95, 4th Annual Symposium on Document Analysis and Information Retrieval (Las Vegas, NV, 1995), 317-332.
-
(1995)
Proceedings of SDAIR-95, 4th Annual Symposium on Document Analysis and Information Retrieval
, pp. 317-332
-
-
Wiener, E.D.1
Pedersen, J.O.2
Weigend, A.S.3
-
139
-
-
0342728478
-
ACTION: Automatic classification for full-text documents
-
WONG, J. W., KAN, W.-K., AND YOUNG, G. H. 1996. ACTION: automatic classification for full-text documents. SIGIR Forum 30, 1, 26-41.
-
(1996)
SIGIR Forum
, vol.30
, Issue.1
, pp. 26-41
-
-
Wong, J.W.1
Kan, W.-K.2
Young, G.H.3
-
140
-
-
84984720462
-
Expert network: Effective and efficient learning from human decisions in text categorisation and retrieval
-
Dublin, Ireland, 1994
-
YANG, Y. 1994. Expert network: effective and efficient learning from human decisions in text categorisation and retrieval. In Proceedings of SIGIR-94, 17th ACM International Conference on Research and Development in Information Retrieval (Dublin, Ireland, 1994), 13-22.
-
(1994)
Proceedings of SIGIR-94, 17th ACM International Conference on Research and Development in Information Retrieval
, pp. 13-22
-
-
Yang, Y.1
-
141
-
-
0029180724
-
Noise reduction in a statistical approach to text categorization
-
Seattle, WA, 1995
-
YANG, Y. 1995. Noise reduction in a statistical approach to text categorization. In Proceedings of SIGIR-95, 18th ACM International Conference on Research and Development in Information Retrieval (Seattle, WA, 1995), 256-263.
-
(1995)
Proceedings of SIGIR-95, 18th ACM International Conference on Research and Development in Information Retrieval
, pp. 256-263
-
-
Yang, Y.1
-
142
-
-
27144441097
-
An evaluation of statistical approaches to text categorization
-
YANG, Y. 1999. An evaluation of statistical approaches to text categorization. Inform, Retr. 1, 1-2, 69-90.
-
(1999)
Inform, Retr.
, vol.1
, Issue.1-2
, pp. 69-90
-
-
Yang, Y.1
-
143
-
-
0028461554
-
An example-based mapping method for text categorization and retrieval
-
YANG, Y. AND CHUTE, C. G. 1994. An example-based mapping method for text categorization and retrieval. ACM Trans. Inform. Syst. 12, 3, 252-277.
-
(1994)
ACM Trans. Inform. Syst.
, vol.12
, Issue.3
, pp. 252-277
-
-
Yang, Y.1
Chute, C.G.2
-
144
-
-
85024373635
-
A re-examination of text categorization methods
-
Berkeley, CA, 1999
-
YANG, Y. AND LIU, X. 1999. A re-examination of text categorization methods. In Proceedings of SIGIR-99, 22nd ACM International Conference on Research and Development in Information Retrieval (Berkeley, CA, 1999), 42-49.
-
(1999)
Proceedings of SIGIR-99, 22nd ACM International Conference on Research and Development in Information Retrieval
, pp. 42-49
-
-
Yang, Y.1
Liu, X.2
-
145
-
-
0003141935
-
A comparative study on feature selection in text categorization
-
Nashville, TN, 1997
-
YANG, Y. AND PEDERSEN, J. O. 1997. A comparative study on feature selection in text categorization. In Proceedings of ICML-97, 14th International Conference on Machine Learning (Nashville, TN, 1997), 412-420.
-
(1997)
Proceedings of ICML-97, 14th International Conference on Machine Learning
, pp. 412-420
-
-
Yang, Y.1
Pedersen, J.O.2
-
146
-
-
0036498398
-
A study of approaches to hypertext categorization
-
March-May
-
YANG, Y., SLATTERY, S., AND GHANI, R. 2002. A study of approaches to hypertext categorization. J. Intell. Inform. Syst. 18, 2/3 (March-May), 219-241.
-
(2002)
J. Intell. Inform. Syst.
, vol.18
, Issue.2-3
, pp. 219-241
-
-
Yang, Y.1
Slattery, S.2
Ghani, R.3
-
147
-
-
85139860766
-
A new on-line learning algorithm for adaptive text filtering
-
Bethesda, MD, 1998
-
YU, K. L. AND LAM, W. 1998. A new on-line learning algorithm for adaptive text filtering. In Proceedings of CIKM-98, 7th ACM International Conference on Information and Knowledge Management (Bethesda, MD, 1998), 156-160.
-
(1998)
Proceedings of CIKM-98, 7th ACM International Conference on Information and Knowledge Management
, pp. 156-160
-
-
Yu, K.L.1
Lam, W.2
|