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Heikki Mannila: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Mika Klemettinen, Heikki Mannila, Pirjo Ronkainen, Hannu Toivonen, A. Inkeri Verkamo
    Finding Interesting Rules from Large Sets of Discovered Association Rules. [Citation Graph (27, 0)][DBLP]
    CIKM, 1994, pp:401-407 [Conf]
  2. Heikki Mannila, Hannu Toivonen, A. Inkeri Verkamo
    Discovering Frequent Episodes in Sequences. [Citation Graph (22, 0)][DBLP]
    KDD, 1995, pp:210-215 [Conf]
  3. Heikki Mannila, Hannu Toivonen, A. Inkeri Verkamo
    Efficient Algorithms for Discovering Association Rules. [Citation Graph (20, 0)][DBLP]
    KDD Workshop, 1994, pp:181-192 [Conf]
  4. Heikki Mannila, Kari-Jouko Räihä
    Design by Example: An Application of Armstrong Relations. [Citation Graph (13, 0)][DBLP]
    J. Comput. Syst. Sci., 1986, v:33, n:2, pp:126-141 [Journal]
  5. Tomasz Imielinski, Heikki Mannila
    A Database Perspective on Knowledge Discovery. [Citation Graph (12, 10)][DBLP]
    Commun. ACM, 1996, v:39, n:11, pp:58-64 [Journal]
  6. Heikki Mannila, Kari-Jouko Räihä
    Dependency Inference. [Citation Graph (10, 9)][DBLP]
    VLDB, 1987, pp:155-158 [Conf]
  7. Heikki Mannila, Hannu Toivonen
    Levelwise Search and Borders of Theories in Knowledge Discovery. [Citation Graph (8, 0)][DBLP]
    Data Min. Knowl. Discov., 1997, v:1, n:3, pp:241-258 [Journal]
  8. Heikki Mannila, Kari-Jouko Räihä
    Algorithms for Inferring Functional Dependencies from Relations. [Citation Graph (7, 0)][DBLP]
    Data Knowl. Eng., 1994, v:12, n:1, pp:83-99 [Journal]
  9. Heikki Mannila, Hannu Toivonen
    Discovering Generalized Episodes Using Minimal Occurrences. [Citation Graph (6, 0)][DBLP]
    KDD, 1996, pp:146-151 [Conf]
  10. Marcel Holsheimer, Martin L. Kersten, Heikki Mannila, Hannu Toivonen
    A Perspective on Databases and Data Mining. [Citation Graph (5, 0)][DBLP]
    KDD, 1995, pp:150-155 [Conf]
  11. Pekka Kilpeläinen, Heikki Mannila
    Retrieval from Hierarchical Texts by Partial Patterns. [Citation Graph (5, 0)][DBLP]
    SIGIR, 1993, pp:214-222 [Conf]
  12. Kimmo Hätönen, Mika Klemettinen, Heikki Mannila, Pirjo Ronkainen, Hannu Toivonen
    Knowledge Discovery from Telecommunication Network Alarm Databases. [Citation Graph (4, 5)][DBLP]
    ICDE, 1996, pp:115-122 [Conf]
  13. Heikki Mannila, Kari-Jouko Räihä
    Inclusion Dependencies in Database Design. [Citation Graph (4, 24)][DBLP]
    ICDE, 1986, pp:713-718 [Conf]
  14. Dimitrios Gunopulos, Heikki Mannila, Sanjeev Saluja
    Discovering All Most Specific Sentences by Randomized Algorithms. [Citation Graph (4, 16)][DBLP]
    ICDT, 1997, pp:215-229 [Conf]
  15. Thomas Eiter, Georg Gottlob, Heikki Mannila
    Adding Disjunction to Datalog. [Citation Graph (4, 25)][DBLP]
    PODS, 1994, pp:267-278 [Conf]
  16. Jyrki Kivinen, Heikki Mannila
    Approximate Inference of Functional Dependencies from Relations. [Citation Graph (4, 0)][DBLP]
    Theor. Comput. Sci., 1995, v:149, n:1, pp:129-149 [Journal]
  17. Ronen Feldman, Yonatan Aumann, Amihood Amir, Heikki Mannila
    Efficient Algorithms for Discovering Frequent Sets in Incremental Databases. [Citation Graph (3, 0)][DBLP]
    DMKD, 1997, pp:0-0 [Conf]
  18. Jyrki Kivinen, Heikki Mannila
    The Power of Sampling in Knowledge Discovery. [Citation Graph (3, 11)][DBLP]
    PODS, 1994, pp:77-85 [Conf]
  19. Heikki Mannila, Kari-Jouko Räihä
    Small Armstrong Relations for Database Design. [Citation Graph (3, 3)][DBLP]
    PODS, 1985, pp:245-250 [Conf]
  20. Heikki Mannila
    Data Mining: Machine Learning, Statistics, and Databases. [Citation Graph (3, 13)][DBLP]
    SSDBM, 1996, pp:2-9 [Conf]
  21. Heikki Mannila, Kari-Jouko Räihä
    On the Relationship of Minimum and Optimum Covers for a Set of Functional Dependencies. [Citation Graph (3, 0)][DBLP]
    Acta Inf., 1983, v:20, n:, pp:143-158 [Journal]
  22. Heikki Mannila
    Methods and Problems in Data Mining. [Citation Graph (2, 30)][DBLP]
    ICDT, 1997, pp:41-55 [Conf]
  23. Gautam Das, Heikki Mannila, Pirjo Ronkainen
    Similarity of Attributes by External Probes. [Citation Graph (2, 0)][DBLP]
    KDD, 1998, pp:23-29 [Conf]
  24. Heikki Mannila, Hannu Toivonen
    Multiple Uses of Frequent Sets and Condensed Representations (Extended Abstract). [Citation Graph (2, 0)][DBLP]
    KDD, 1996, pp:189-194 [Conf]
  25. Heikki Mannila, Esko Ukkonen
    Flow Analysis of Prolog Programs. [Citation Graph (2, 0)][DBLP]
    SLP, 1987, pp:205-214 [Conf]
  26. Heikki Mannila, Hannu Toivonen, A. Inkeri Verkamo
    Discovery of Frequent Episodes in Event Sequences. [Citation Graph (2, 0)][DBLP]
    Data Min. Knowl. Discov., 1997, v:1, n:3, pp:259-289 [Journal]
  27. Thomas Eiter, Georg Gottlob, Heikki Mannila
    Disjunctive Datalog. [Citation Graph (2, 61)][DBLP]
    ACM Trans. Database Syst., 1997, v:22, n:3, pp:364-418 [Journal]
  28. Béla Bollobás, Gautam Das, Dimitrios Gunopulos, Heikki Mannila
    Time-Series Similarity Problems and Well-Separated Geometric Sets. [Citation Graph (1, 0)][DBLP]
    Symposium on Computational Geometry, 1997, pp:454-456 [Conf]
  29. Pekka Kilpeläinen, Heikki Mannila
    Query Primitives for Tree-Structured Data. [Citation Graph (1, 0)][DBLP]
    CPM, 1994, pp:213-225 [Conf]
  30. Jean-François Boulicaut, Mika Klemettinen, Heikki Mannila
    Modeling KDD Processes within the Inductive Database Framework. [Citation Graph (1, 0)][DBLP]
    DaWaK, 1999, pp:293-302 [Conf]
  31. Heikki Mannila, Padhraic Smyth
    Approximate Query Answering with Frequent Sets and Maximum Entropy. [Citation Graph (1, 0)][DBLP]
    ICDE, 2000, pp:309- [Conf]
  32. Jyrki Kivinen, Heikki Mannila
    Approximate Dependency Inference from Relations. [Citation Graph (1, 14)][DBLP]
    ICDT, 1992, pp:86-98 [Conf]
  33. Gautam Das, Dimitrios Gunopulos, Heikki Mannila
    Finding Similar Time Series. [Citation Graph (1, 0)][DBLP]
    PKDD, 1997, pp:88-100 [Conf]
  34. Dimitrios Gunopulos, Roni Khardon, Heikki Mannila, Hannu Toivonen
    Data mining, Hypergraph Transversals, and Machine Learning. [Citation Graph (1, 12)][DBLP]
    PODS, 1997, pp:209-216 [Conf]
  35. Heikki Mannila, Kari-Jouko Räihä
    Practical Algorithms for Finding Prime Attributes and Testing Normal Forms. [Citation Graph (1, 11)][DBLP]
    PODS, 1989, pp:128-133 [Conf]
  36. Heikki Mannila
    Inductive Databases and Condensed Representations for Data Mining. [Citation Graph (1, 0)][DBLP]
    ILPS, 1997, pp:21-30 [Conf]
  37. Heikki Mannila, Kari-Jouko Räihä
    Automatic Generation of Test Data for Relational Queries. [Citation Graph (1, 0)][DBLP]
    J. Comput. Syst. Sci., 1989, v:38, n:2, pp:240-258 [Journal]
  38. Heikki Mannila
    Theoretical Frameworks for Data Mining. [Citation Graph (1, 0)][DBLP]
    SIGKDD Explorations, 2000, v:1, n:2, pp:30-32 [Journal]
  39. Mikko Koivisto, Teemu Kivioja, Heikki Mannila, Pasi Rastas, Esko Ukkonen
    Hidden Markov Modelling Techniques for Haplotype Analysis. [Citation Graph (0, 0)][DBLP]
    ALT, 2004, pp:37-52 [Conf]
  40. Hannu Toivonen, Paivi Onkamo, Kari Vasko, Vesa Ollikainen, Petteri Sevon, Heikki Mannila, Juha Kere
    Gene Mapping by Haplotype Pattern Mining. [Citation Graph (0, 0)][DBLP]
    BIBE, 2000, pp:99-108 [Conf]
  41. Jouni K. Seppänen, Heikki Mannila
    Boolean Formulas and Frequent Sets. [Citation Graph (0, 0)][DBLP]
    Constraint-Based Mining and Inductive Databases, 2004, pp:348-361 [Conf]
  42. Jyrki Kivinen, Heikki Mannila, Esko Ukkonen
    Learning Hierarchical Rule Sets. [Citation Graph (0, 0)][DBLP]
    COLT, 1992, pp:37-44 [Conf]
  43. Pekka Kilpeläinen, Heikki Mannila
    Grammatical Tree Matching. [Citation Graph (0, 0)][DBLP]
    CPM, 1992, pp:162-174 [Conf]
  44. Heikki Mannila, Pirjo Moen
    Similarity between Event Types in Sequences. [Citation Graph (0, 0)][DBLP]
    DaWaK, 1999, pp:271-280 [Conf]
  45. Mika Klemettinen, Heikki Mannila, Hannu Toivonen
    A Data Mining Methodology and Its Application to Semi-automatic Knowledge Acquisition. [Citation Graph (0, 0)][DBLP]
    DEXA Workshop, 1997, pp:670-677 [Conf]
  46. Heikki Mannila, Hannu Toivonen, Atte Korhola, Heikki Olander
    Learning, Mining, or Modeling? A Case Study from Paleocology. [Citation Graph (0, 0)][DBLP]
    Discovery Science, 1998, pp:12-24 [Conf]
  47. Antti Rasinen, Jaakko Hollmén, Heikki Mannila
    Analysis of Linux Evolution Using Aligned Source Code Segments. [Citation Graph (0, 0)][DBLP]
    Discovery Science, 2006, pp:209-218 [Conf]
  48. Marko Salmenkivi, Juha Kere, Heikki Mannila
    Genome segmentation using piecewise constant intensity models and reversible jump MCMC. [Citation Graph (0, 0)][DBLP]
    ECCB, 2002, pp:211-218 [Conf]
  49. Jyrki Kivinen, Heikki Mannila, Esko Ukkonen, Jaak Vilo
    An ALgorithm for Learning Hierarchical Classifiers. [Citation Graph (0, 0)][DBLP]
    ECML, 1994, pp:375-378 [Conf]
  50. Heikki Mannila
    Combining Discrete Algorithmic and Probabilistic Approaches in Data Mining. [Citation Graph (0, 0)][DBLP]
    ECML, 2001, pp:601- [Conf]
  51. Heikki Mannila
    Schema Design and Knowledge Discovery (Abstract). [Citation Graph (0, 0)][DBLP]
    ER, 1996, pp:27- [Conf]
  52. Pekka Kilpeläinen, Heikki Mannila, Esko Ukkonen
    MDL learning of unions of simple pattern languages from positive examples. [Citation Graph (0, 0)][DBLP]
    EuroCOLT, 1995, pp:252-260 [Conf]
  53. Heikki Mannila
    Finding fragments of orders and total orders from 0-1 data. [Citation Graph (0, 0)][DBLP]
    EGC, 2006, pp:1- [Conf]
  54. Thomas Eiter, Georg Gottlob, Heikki Mannila
    Disjunctive Logic Programming over Finite Structures. [Citation Graph (0, 0)][DBLP]
    GI Jahrestagung, 1994, pp:69-73 [Conf]
  55. Heikki Mannila
    Aspects of Knowledge Discovery and Data Mining. [Citation Graph (0, 0)][DBLP]
    Grundlagen von Datenbanken, 1995, pp:1-6 [Conf]
  56. Ralph-Johan Back, Heikki Mannila
    Locality in Modular Systems. [Citation Graph (0, 0)][DBLP]
    ICALP, 1982, pp:1-13 [Conf]
  57. Heikki Mannila
    Local and Global Methods in Data Mining: Basic Techniques and Open Problems. [Citation Graph (0, 0)][DBLP]
    ICALP, 2002, pp:57-68 [Conf]
  58. Heikki Mannila
    Measures of Presortedness and Optimal Sorting Algorithms (Extended Abstract). [Citation Graph (0, 0)][DBLP]
    ICALP, 1984, pp:324-336 [Conf]
  59. Heikki Mannila, Esko Ukkonen
    The Set Union Problem with Backtracking. [Citation Graph (0, 0)][DBLP]
    ICALP, 1986, pp:236-243 [Conf]
  60. Aristides Gionis, Heikki Mannila, Panayiotis Tsaparas
    Clustering Aggregation. [Citation Graph (0, 0)][DBLP]
    ICDE, 2005, pp:341-352 [Conf]
  61. Carson Kai-Sang Leung, Raymond T. Ng, Heikki Mannila
    OSSM: A Segmentation Approach to Optimize Frequency Counting. [Citation Graph (0, 0)][DBLP]
    ICDE, 2002, pp:583-592 [Conf]
  62. Foto N. Afrati, Gautam Das, Aristides Gionis, Heikki Mannila, Taneli Mielikäinen, Panayiotis Tsaparas
    Mining Chains of Relations. [Citation Graph (0, 0)][DBLP]
    ICDM, 2005, pp:553-556 [Conf]
  63. Johan Himberg, Kalle Korpiaho, Heikki Mannila, Johanna Tikanmäki, Hannu Toivonen
    Time Series Segmentation for Context Recognition in Mobile Devices. [Citation Graph (0, 0)][DBLP]
    ICDM, 2001, pp:203-210 [Conf]
  64. Spiros Papadimitriou, Aristides Gionis, Panayiotis Tsaparas, Risto A. Väisänen, Heikki Mannila, Christos Faloutsos
    Parameter-Free Spatial Data Mining Using MDL. [Citation Graph (0, 0)][DBLP]
    ICDM, 2005, pp:346-353 [Conf]
  65. Luc De Raedt, Manfred Jaeger, Sau Dan Lee, Heikki Mannila
    A Theory of Inductive Query Answering. [Citation Graph (0, 0)][DBLP]
    ICDM, 2002, pp:123-130 [Conf]
  66. Robert Gwadera, Aristides Gionis, Heikki Mannila
    Optimal Segmentation Using Tree Models. [Citation Graph (0, 0)][DBLP]
    ICDM, 2006, pp:244-253 [Conf]
  67. Nikolaj Tatti, Taneli Mielikäinen, Aristides Gionis, Heikki Mannila
    What is the Dimension of Your Binary Data? [Citation Graph (0, 0)][DBLP]
    ICDM, 2006, pp:603-612 [Conf]
  68. Helena Ahonen, Heikki Mannila, Erja Nikunen
    Forming Grammars for Structured Documents: an Application of Grammatical Inference. [Citation Graph (0, 0)][DBLP]
    ICGI, 1994, pp:153-167 [Conf]
  69. Heikki Mannila, Esko Ukkonen
    On the Complexity of Unification Sequences. [Citation Graph (0, 0)][DBLP]
    ICLP, 1986, pp:122-133 [Conf]
  70. Heikki Mannila
    Data Mining and Machine Learning (Abstract). [Citation Graph (0, 0)][DBLP]
    ICML, 1996, pp:555- [Conf]
  71. Heikki Mannila
    Inductive Databases (Abstract). [Citation Graph (0, 0)][DBLP]
    ILP, 1999, pp:14- [Conf]
  72. Thomas Eiter, Georg Gottlob, Heikki Mannila
    Expressive Power and Complexity of Disjunctive Datalog under the Stable Model Semantics. [Citation Graph (0, 0)][DBLP]
    IS/KI, 1994, pp:83-103 [Conf]
  73. Ella Bingham, Heikki Mannila
    Random projection in dimensionality reduction: applications to image and text data. [Citation Graph (0, 0)][DBLP]
    KDD, 2001, pp:245-250 [Conf]
  74. Ella Bingham, Heikki Mannila, Jouni K. Seppänen
    Topics in 0--1 data. [Citation Graph (0, 0)][DBLP]
    KDD, 2002, pp:450-455 [Conf]
  75. Foto N. Afrati, Aristides Gionis, Heikki Mannila
    Approximating a collection of frequent sets. [Citation Graph (0, 0)][DBLP]
    KDD, 2004, pp:12-19 [Conf]
  76. Igor V. Cadez, Padhraic Smyth, Heikki Mannila
    Probabilistic modeling of transaction data with applications to profiling, visualization, and prediction. [Citation Graph (0, 0)][DBLP]
    KDD, 2001, pp:37-46 [Conf]
  77. Gautam Das, King-Ip Lin, Heikki Mannila, Gopal Renganathan, Padhraic Smyth
    Rule Discovery from Time Series. [Citation Graph (0, 0)][DBLP]
    KDD, 1998, pp:16-22 [Conf]
  78. Aristides Gionis, Teija Kujala, Heikki Mannila
    Fragments of order. [Citation Graph (0, 0)][DBLP]
    KDD, 2003, pp:129-136 [Conf]
  79. Aristides Gionis, Heikki Mannila, Taneli Mielikäinen, Panayiotis Tsaparas
    Assessing data mining results via swap randomization. [Citation Graph (0, 0)][DBLP]
    KDD, 2006, pp:167-176 [Conf]
  80. Aristides Gionis, Heikki Mannila, Kai Puolamäki, Antti Ukkonen
    Algorithms for discovering bucket orders from data. [Citation Graph (0, 0)][DBLP]
    KDD, 2006, pp:561-566 [Conf]
  81. Heikki Mannila, Christopher Meek
    Global partial orders from sequential data. [Citation Graph (0, 0)][DBLP]
    KDD, 2000, pp:161-168 [Conf]
  82. Heikki Mannila, Dmitry Pavlov, Padhraic Smyth
    Prediction with Local Patterns using Cross-Entropy. [Citation Graph (0, 0)][DBLP]
    KDD, 1999, pp:357-361 [Conf]
  83. Heikki Mannila, Marko Salmenkivi
    Finding simple intensity descriptions from event sequence data. [Citation Graph (0, 0)][DBLP]
    KDD, 2001, pp:341-346 [Conf]
  84. Jouni K. Seppänen, Heikki Mannila
    Dense itemsets. [Citation Graph (0, 0)][DBLP]
    KDD, 2004, pp:683-688 [Conf]
  85. Antti Ukkonen, Mikael Fortelius, Heikki Mannila
    Finding partial orders from unordered 0-1 data. [Citation Graph (0, 0)][DBLP]
    KDD, 2005, pp:285-293 [Conf]
  86. Gautam Das, Heikki Mannila
    Context-Based Similarity Measures for Categorical Databases. [Citation Graph (0, 0)][DBLP]
    PKDD, 2000, pp:201-210 [Conf]
  87. Jean-François Boulicaut, Mika Klemettinen, Heikki Mannila
    Querying Inductive Databases: A Case Study on the MINE RULE Operator. [Citation Graph (0, 0)][DBLP]
    PKDD, 1998, pp:194-202 [Conf]
  88. Aristides Gionis, Heikki Mannila, Jouni K. Seppänen
    Geometric and Combinatorial Tiles in 0-1 Data. [Citation Graph (0, 0)][DBLP]
    PKDD, 2004, pp:173-184 [Conf]
  89. Hannes Heikinheimo, Heikki Mannila, Jouni K. Seppänen
    Finding Trees from Unordered 0-1 Data. [Citation Graph (0, 0)][DBLP]
    PKDD, 2006, pp:175-186 [Conf]
  90. Mika Klemettinen, Heikki Mannila, A. Inkeri Verkamo
    Association Rule Selection in a Data Mining Environment. [Citation Graph (0, 0)][DBLP]
    PKDD, 1999, pp:372-377 [Conf]
  91. Taneli Mielikäinen, Heikki Mannila
    The Pattern Ordering Problem. [Citation Graph (0, 0)][DBLP]
    PKDD, 2003, pp:327-338 [Conf]
  92. Pauli Miettinen, Taneli Mielikäinen, Aristides Gionis, Gautam Das, Heikki Mannila
    The Discrete Basis Problem. [Citation Graph (0, 0)][DBLP]
    PKDD, 2006, pp:335-346 [Conf]
  93. Heikki Mannila
    Combining Discrete Algorithmic and Probabilistic Approaches in Data Mining. [Citation Graph (0, 0)][DBLP]
    PKDD, 2001, pp:493- [Conf]
  94. Antti Leino, Heikki Mannila, Ritva Liisa Pitkänen
    Rule Discovery and Probabilistic Modeling for Onomastic Data. [Citation Graph (0, 0)][DBLP]
    PKDD, 2003, pp:291-302 [Conf]
  95. Jouni K. Seppänen, Ella Bingham, Heikki Mannila
    A Simple Algorithm for Topic Identification in 0-1 Data. [Citation Graph (0, 0)][DBLP]
    PKDD, 2003, pp:423-434 [Conf]
  96. Ralph-Johan Back, Heikki Mannila
    A Refinement of Kahn's Semantic to Handle Non-Determinism and Communication (Extended Abstract). [Citation Graph (0, 0)][DBLP]
    PODC, 1982, pp:111-120 [Conf]
  97. Heikki Mannila, Kari-Jouko Räihä
    Test Data for Relational Queries. [Citation Graph (0, 5)][DBLP]
    PODS, 1986, pp:217-223 [Conf]
  98. Ralph-Johan Back, Heikki Mannila, Kari-Jouko Räihä
    Derivation of Efficient DAG Marking Algorithms. [Citation Graph (0, 0)][DBLP]
    POPL, 1983, pp:20-27 [Conf]
  99. Mikko Koivisto, Markus Perola, T. Varilo, W. Hennah, J. Ekelund, M. Lukk, L. Peltonen, Esko Ukkonen, Heikki Mannila
    An MDL Method for Finding Haplotype Blocks and for Estimating the Strength of Haplotype Block Boundaries. [Citation Graph (0, 0)][DBLP]
    Pacific Symposium on Biocomputing, 2003, pp:502-513 [Conf]
  100. Aristides Gionis, Heikki Mannila
    Finding recurrent sources in sequences. [Citation Graph (0, 0)][DBLP]
    RECOMB, 2003, pp:123-130 [Conf]
  101. Ella Bingham, Aristides Gionis, Niina Haiminen, Heli Hiisilä, Heikki Mannila, Evimaria Terzi
    Segmentation and dimensionality reduction. [Citation Graph (0, 0)][DBLP]
    SDM, 2006, pp:- [Conf]
  102. Jaakko Hollmén, Jouni K. Seppänen, Heikki Mannila
    Mixture Models and Frequent Sets: Combining Global and Local Methods for 0-1 Data. [Citation Graph (0, 0)][DBLP]
    SDM, 2003, pp:- [Conf]
  103. Heikki Mannila, Esko Ukkonen
    Timestamped Term Representation for Implementing Prolog. [Citation Graph (0, 0)][DBLP]
    SLP, 1986, pp:159-165 [Conf]
  104. Heikki Mannila
    Combining Pattern Discovery and Probabilistic Modeling in Data Mining. [Citation Graph (0, 0)][DBLP]
    SWAT, 2002, pp:19- [Conf]
  105. Heikki Mannila, Esko Ukkonen
    Time Parameter and Arbitrary Deunions in the Set Union Problem. [Citation Graph (0, 0)][DBLP]
    SWAT, 1988, pp:34-42 [Conf]
  106. Pekka Kilpeläinen, Heikki Mannila
    The Tree Inclusion Problem. [Citation Graph (0, 0)][DBLP]
    TAPSOFT, Vol.1, 1991, pp:202-214 [Conf]
  107. Heikki Mannila, Pirjo Ronkainen
    Similarity of Event Sequences. [Citation Graph (0, 0)][DBLP]
    TIME, 1997, pp:136-139 [Conf]
  108. Dmitry Pavlov, Heikki Mannila, Padhraic Smyth
    Probabilistic Models for Query Approximation with Large Sparse Binary Data Sets. [Citation Graph (0, 0)][DBLP]
    UAI, 2000, pp:465-472 [Conf]
  109. Floris Geerts, Heikki Mannila, Evimaria Terzi
    Relational link-based ranking. [Citation Graph (0, 0)][DBLP]
    VLDB, 2004, pp:552-563 [Conf]
  110. Pasi Rastas, Mikko Koivisto, Heikki Mannila, Esko Ukkonen
    A Hidden Markov Technique for Haplotype Reconstruction. [Citation Graph (0, 0)][DBLP]
    WABI, 2005, pp:140-151 [Conf]
  111. Thomas Eiter, Heikki Mannila
    Distance Measures for Point Sets and their Computation. [Citation Graph (0, 0)][DBLP]
    Acta Inf., 1997, v:34, n:2, pp:109-133 [Journal]
  112. Roni Khardon, Heikki Mannila, Dan Roth
    Reasoning with Examples: Propositional Formulae and Database Dependencies. [Citation Graph (0, 0)][DBLP]
    Acta Inf., 1999, v:36, n:4, pp:267-286 [Journal]
  113. Pekka Kilpeläinen, Heikki Mannila
    Generation of test cases for simple prolog programs. [Citation Graph (0, 0)][DBLP]
    Acta Cybern., 1990, v:9, n:3, pp:235-246 [Journal]
  114. Heikki Mannila, Anne Patrikainen, Jouni K. Seppänen, Juha Kere
    Long-range control of expression in yeast. [Citation Graph (0, 0)][DBLP]
    Bioinformatics, 2002, v:18, n:3, pp:482-483 [Journal]
  115. Heikki Mannila, Esko Ukkonen
    Unifications, Deunifications, and Their Complexity. [Citation Graph (0, 0)][DBLP]
    BIT, 1990, v:30, n:4, pp:599-619 [Journal]
  116. Jiawei Han, Russ B. Altman, Vipin Kumar, Heikki Mannila, Daryl Pregibon
    Emerging scientific applications in data mining. [Citation Graph (0, 0)][DBLP]
    Commun. ACM, 2002, v:45, n:8, pp:54-58 [Journal]
  117. Thomas Eiter, Pekka Kilpeläinen, Heikki Mannila
    Recognizing Renamable Generalized Propositional Horn Formulas Is NP-complete. [Citation Graph (0, 0)][DBLP]
    Discrete Applied Mathematics, 1995, v:59, n:1, pp:23-31 [Journal]
  118. Vladimir Estivill-Castro, Heikki Mannila, Derick Wood
    Right Invariant Metrics and Measures of Presortedness. [Citation Graph (0, 0)][DBLP]
    Discrete Applied Mathematics, 1993, v:42, n:1, pp:1-16 [Journal]
  119. Heikki Mannila, Kari-Jouko Räihä
    On the Complexity of Inferring Functional Dependencies. [Citation Graph (0, 0)][DBLP]
    Discrete Applied Mathematics, 1992, v:40, n:2, pp:237-243 [Journal]
  120. Usama M. Fayyad, Heikki Mannila, Raghu Ramakrishnan
    Editorial. [Citation Graph (0, 0)][DBLP]
    Data Min. Knowl. Discov., 2004, v:8, n:1, pp:5-6 [Journal]
  121. Usama M. Fayyad, Heikki Mannila, Raghu Ramakrishnan
    Editorial. [Citation Graph (0, 0)][DBLP]
    Data Min. Knowl. Discov., 2004, v:8, n:2, pp:95-96 [Journal]
  122. Ralph-Johan Back, Heikki Mannila
    A Semantic Approach to Program Modularity [Citation Graph (0, 0)][DBLP]
    Information and Control, 1984, v:60, n:1-3, pp:138-167 [Journal]
  123. Mika Klemettinen, Heikki Mannila, Hannu Toivonen
    Interactive exploration of interesting findings in the Telecommunication Network Alarm Sequence Analyzer (TASA). [Citation Graph (0, 0)][DBLP]
    Information & Software Technology, 1999, v:41, n:9, pp:557-567 [Journal]
  124. Heikki Mannila, Kurt Mehlhorn
    A Fast Algorithm for Renaming a Set of Clauses as a Horn Set. [Citation Graph (0, 0)][DBLP]
    Inf. Process. Lett., 1985, v:21, n:5, pp:269-272 [Journal]
  125. Heikki Mannila, Esko Ukkonen
    A Simple Linear-Time Algorithm for in Situ Merging. [Citation Graph (0, 0)][DBLP]
    Inf. Process. Lett., 1984, v:18, n:4, pp:203-208 [Journal]
  126. Yonatan Aumann, Ronen Feldman, Orly Liphstat, Heikki Mannila
    Borders: An Efficient Algorithm for Association Generation in Dynamic Databases. [Citation Graph (0, 0)][DBLP]
    J. Intell. Inf. Syst., 1999, v:12, n:1, pp:61-73 [Journal]
  127. Mika Klemettinen, Heikki Mannila, Hannu Toivonen
    Rule Discovery in Telecommunication Alarm Data. [Citation Graph (0, 0)][DBLP]
    J. Network Syst. Manage., 1999, v:7, n:4, pp:- [Journal]
  128. Marko Salmenkivi, Heikki Mannila
    Using Markov chain Monte Carlo and dynamic programming for event sequence data. [Citation Graph (0, 0)][DBLP]
    Knowl. Inf. Syst., 2005, v:7, n:3, pp:267-288 [Journal]
  129. Béla Bollobás, Gautam Das, Dimitrios Gunopulos, Heikki Mannila
    Time-Series Similarity Problems and Well-Separated Geometric Sets. [Citation Graph (0, 0)][DBLP]
    Nord. J. Comput., 2001, v:8, n:4, pp:409-423 [Journal]
  130. Pekka Kilpeläinen, Heikki Mannila
    Ordered and Unordered Tree Inclusion. [Citation Graph (0, 0)][DBLP]
    SIAM J. Comput., 1995, v:24, n:2, pp:340-356 [Journal]
  131. Heikki Mannila
    Measures of Presortedness and Optimal Sorting Algorithms. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Computers, 1985, v:34, n:4, pp:318-325 [Journal]
  132. Ralph-Johan Back, Heikki Mannila
    On the Suitability of Trace Semantics for Modular Proofs of Communicating Processes. [Citation Graph (0, 0)][DBLP]
    Theor. Comput. Sci., 1985, v:39, n:, pp:47-68 [Journal]
  133. Dmitry Pavlov, Heikki Mannila, Padhraic Smyth
    Beyond Independence: Probabilistic Models for Query Approximation on Binary Transaction Data. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Knowl. Data Eng., 2003, v:15, n:6, pp:1409-1421 [Journal]
  134. Dimitrios Gunopulos, Roni Khardon, Heikki Mannila, Sanjeev Saluja, Hannu Toivonen, Ram Sewak Sharm
    Discovering all most specific sentences. [Citation Graph (0, 0)][DBLP]
    ACM Trans. Database Syst., 2003, v:28, n:2, pp:140-174 [Journal]
  135. Saara Hyvönen, Aristides Gionis, Heikki Mannila
    Recurrent Predictive Models for Sequence Segmentation. [Citation Graph (0, 0)][DBLP]
    IDA, 2007, pp:195-206 [Conf]
  136. Hannes Heikinheimo, Jouni K. Seppänen, Eino Hinkkanen, Heikki Mannila, Taneli Mielikäinen
    Finding low-entropy sets and trees from binary data. [Citation Graph (0, 0)][DBLP]
    KDD, 2007, pp:350-359 [Conf]
  137. Heikki Mannila, Evimaria Terzi
    Nestedness and segmented nestedness. [Citation Graph (0, 0)][DBLP]
    KDD, 2007, pp:480-489 [Conf]
  138. Antti Ukkonen, Heikki Mannila
    Finding Outlying Items in Sets of Partial Rankings. [Citation Graph (0, 0)][DBLP]
    PKDD, 2007, pp:265-276 [Conf]
  139. Arjun Dasgupta, Gautam Das, Heikki Mannila
    A random walk approach to sampling hidden databases. [Citation Graph (0, 0)][DBLP]
    SIGMOD Conference, 2007, pp:629-640 [Conf]
  140. Aristides Gionis, Heikki Mannila, Panayiotis Tsaparas
    Clustering aggregation. [Citation Graph (0, 0)][DBLP]
    TKDD, 2007, v:1, n:1, pp:- [Journal]

  141. Randomization Techniques for Data Mining Methods. [Citation Graph (, )][DBLP]


  142. Randomization Techniques for Data Mining Methods. [Citation Graph (, )][DBLP]


  143. Finding Total and Partial Orders from Data for Seriation. [Citation Graph (, )][DBLP]


  144. Feature Selection in Taxonomies with Applications to Paleontology. [Citation Graph (, )][DBLP]


  145. Finding Total and Partial Orders from Data for Seriation. [Citation Graph (, )][DBLP]


  146. Standing Out in a Crowd: Selecting Attributes for Maximum Visibility. [Citation Graph (, )][DBLP]


  147. Randomization Methods for Assessing the Significance of Data Mining Results. [Citation Graph (, )][DBLP]


  148. Banded structure in binary matrices. [Citation Graph (, )][DBLP]


  149. Tell me something I don't know: randomization strategies for iterative data mining. [Citation Graph (, )][DBLP]


  150. Randomization methods in data mining. [Citation Graph (, )][DBLP]


  151. Finding effectors in social networks. [Citation Graph (, )][DBLP]


  152. Applying Electromagnetic Field Theory Concepts to Clustering with Constraints. [Citation Graph (, )][DBLP]


  153. Mining Association Rules of Simple Conjunctive Queries. [Citation Graph (, )][DBLP]


  154. Randomization of real-valued matrices for assessing the significance of data mining results. [Citation Graph (, )][DBLP]


  155. Finding Subgroups having Several Descriptions: Algorithms for Redescription Mining. [Citation Graph (, )][DBLP]


  156. Low-Entropy Set Selection. [Citation Graph (, )][DBLP]


  157. Finding Links and Initiators: A Graph-Reconstruction Problem. [Citation Graph (, )][DBLP]


  158. Evaluating Query Result Significance in Databases via Randomizations. [Citation Graph (, )][DBLP]


  159. Comparing segmentations by applying randomization techniques. [Citation Graph (, )][DBLP]


  160. Determining significance of pairwise co-occurrences of events in bursty sequences. [Citation Graph (, )][DBLP]


  161. Constrained hidden Markov models for population-based haplotyping. [Citation Graph (, )][DBLP]


  162. Finding links and initiators: a graph reconstruction problem [Citation Graph (, )][DBLP]


  163. Query Significance in Databases via Randomizations [Citation Graph (, )][DBLP]


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