| * | 2009 |
|---|
| 176 | | Kai Puolamäki,
Heikki Mannila,
Alessio Bertone,
Silvia Miksch:
Proceedings of the ACM SIGKDD Workshop on Visual Analytics and Knowledge Discovery: Integrating Automated Analysis with Interactive Exploration, Paris, France, June 28, 2009
ACM 2009 |
| 175 | EE | Huseyin Hakkoymaz,
Georgios Chatzimilioudis,
Dimitrios Gunopulos,
Heikki Mannila:
Applying Electromagnetic Field Theory Concepts to Clustering with Constraints.
ECML/PKDD (1) 2009: 485-500 |
| 174 | EE | Heikki Mannila:
Randomization Methods for Assessing the Significance of Data Mining Results.
ISMIS 2009: 1 |
| 173 | EE | Sami Hanhijärvi,
Markus Ojala,
Niko Vuokko,
Kai Puolamäki,
Nikolaj Tatti,
Heikki Mannila:
Tell me something I don't know: randomization strategies for iterative data mining.
KDD 2009: 379-388 |
| 172 | EE | Heikki Mannila:
Randomization methods in data mining.
KDD 2009: 5-6 |
| 171 | EE | Heikki Mannila,
Evimaria Terzi:
Finding Links and Initiators: A Graph-Reconstruction Problem.
SDM 2009: 1207-1217 |
| 170 | EE | Hannes Heikinheimo,
Jilles Vreeken,
Arno Siebes,
Heikki Mannila:
Low-Entropy Set Selection.
SDM 2009: 569-580 |
| 169 | EE | Markus Ojala,
Gemma C. Garriga,
Aristides Gionis,
Heikki Mannila:
Query Significance in Databases via Randomizations
CoRR abs/0906.5485: (2009) |
| 168 | EE | Muhammed Miah,
Gautam Das,
Vagelis Hristidis,
Heikki Mannila:
Determining Attributes to Maximize Visibility of Objects.
IEEE Trans. Knowl. Data Eng. 21(7): 959-973 (2009) |
| 167 | EE | Tomás Feder,
Heikki Mannila,
Evimaria Terzi:
Approximating the Minimum Chain Completion problem.
Inf. Process. Lett. 109(17): 980-985 (2009) |
| 166 | EE | Antti Ukkonen,
Kai Puolamäki,
Aristides Gionis,
Heikki Mannila:
A randomized approximation algorithm for computing bucket orders.
Inf. Process. Lett. 109(7): 356-359 (2009) |
| 2008 |
|---|
| 165 | EE | Heikki Mannila:
Randomization Techniques for Data Mining Methods.
ADBIS 2008: 1 |
| 164 | | Heikki Mannila:
Randomization Techniques for Data Mining Methods.
ADBIS (local proceedings) 2008: 1 |
| 163 | EE | Heikki Mannila:
Finding Total and Partial Orders from Data for Seriation.
ALT 2008: 4 |
| 162 | EE | Gemma C. Garriga,
Antti Ukkonen,
Heikki Mannila:
Feature Selection in Taxonomies with Applications to Paleontology.
Discovery Science 2008: 112-123 |
| 161 | EE | Heikki Mannila:
Finding Total and Partial Orders from Data for Seriation.
Discovery Science 2008: 16-25 |
| 160 | EE | Muhammed Miah,
Gautam Das,
Vagelis Hristidis,
Heikki Mannila:
Standing Out in a Crowd: Selecting Attributes for Maximum Visibility.
ICDE 2008: 356-365 |
| 159 | EE | Gemma C. Garriga,
Esa Junttila,
Heikki Mannila:
Banded structure in binary matrices.
KDD 2008: 292-300 |
| 158 | EE | Arianna Gallo,
Pauli Miettinen,
Heikki Mannila:
Finding Subgroups having Several Descriptions: Algorithms for Redescription Mining.
SDM 2008: 334-345 |
| 157 | EE | Markus Ojala,
Niko Vuokko,
Aleksi Kallio,
Niina Haiminen,
Heikki Mannila:
Randomization of real-valued matrices for assessing the significance of data mining results.
SDM 2008: 494-505 |
| 156 | EE | Bart Goethals,
Wim Le Page,
Heikki Mannila:
Mining Association Rules of Simple Conjunctive Queries.
SDM 2008: 96-107 |
| 155 | EE | Niina Haiminen,
Heikki Mannila,
Evimaria Terzi:
Determining significance of pairwise co-occurrences of events in bursty sequences.
BMC Bioinformatics 9: (2008) |
| 154 | EE | Heikki Mannila,
Evimaria Terzi:
Finding links and initiators: a graph reconstruction problem
CoRR abs/0809.3027: (2008) |
| 153 | EE | Pauli Miettinen,
Taneli Mielikäinen,
Aristides Gionis,
Gautam Das,
Heikki Mannila:
The Discrete Basis Problem.
IEEE Trans. Knowl. Data Eng. 20(10): 1348-1362 (2008) |
| 152 | EE | Robert Gwadera,
Aristides Gionis,
Heikki Mannila:
Optimal segmentation using tree models.
Knowl. Inf. Syst. 15(3): 259-283 (2008) |
| 2007 |
|---|
| 151 | EE | Saara Hyvönen,
Aristides Gionis,
Heikki Mannila:
Recurrent Predictive Models for Sequence Segmentation.
IDA 2007: 195-206 |
| 150 | EE | Hannes Heikinheimo,
Jouni K. Seppänen,
Eino Hinkkanen,
Heikki Mannila,
Taneli Mielikäinen:
Finding low-entropy sets and trees from binary data.
KDD 2007: 350-359 |
| 149 | EE | Heikki Mannila,
Evimaria Terzi:
Nestedness and segmented nestedness.
KDD 2007: 480-489 |
| 148 | EE | Antti Ukkonen,
Heikki Mannila:
Finding Outlying Items in Sets of Partial Rankings.
PKDD 2007: 265-276 |
| 147 | EE | Arjun Dasgupta,
Gautam Das,
Heikki Mannila:
A random walk approach to sampling hidden databases.
SIGMOD Conference 2007: 629-640 |
| 146 | EE | Niina Haiminen,
Heikki Mannila,
Evimaria Terzi:
Comparing segmentations by applying randomization techniques.
BMC Bioinformatics 8: (2007) |
| 145 | EE | Niels Landwehr,
Taneli Mielikäinen,
Lauri Eronen,
Hannu Toivonen,
Heikki Mannila:
Constrained hidden Markov models for population-based haplotyping.
BMC Bioinformatics 8(S-2): (2007) |
| 144 | EE | Aristides Gionis,
Heikki Mannila,
Panayiotis Tsaparas:
Clustering aggregation.
TKDD 1(1): (2007) |
| 143 | EE | Aristides Gionis,
Heikki Mannila,
Taneli Mielikäinen,
Panayiotis Tsaparas:
Assessing data mining results via swap randomization.
TKDD 1(3): (2007) |
| 2006 |
|---|
| 142 | EE | Antti Rasinen,
Jaakko Hollmén,
Heikki Mannila:
Analysis of Linux Evolution Using Aligned Source Code Segments.
Discovery Science 2006: 209-218 |
| 141 | | Heikki Mannila:
Finding fragments of orders and total orders from 0-1 data.
EGC 2006: 1 |
| 140 | EE | Robert Gwadera,
Aristides Gionis,
Heikki Mannila:
Optimal Segmentation Using Tree Models.
ICDM 2006: 244-253 |
| 139 | EE | Nikolaj Tatti,
Taneli Mielikäinen,
Aristides Gionis,
Heikki Mannila:
What is the Dimension of Your Binary Data?
ICDM 2006: 603-612 |
| 138 | EE | Aristides Gionis,
Heikki Mannila,
Taneli Mielikäinen,
Panayiotis Tsaparas:
Assessing data mining results via swap randomization.
KDD 2006: 167-176 |
| 137 | EE | Aristides Gionis,
Heikki Mannila,
Kai Puolamäki,
Antti Ukkonen:
Algorithms for discovering bucket orders from data.
KDD 2006: 561-566 |
| 136 | EE | Hannes Heikinheimo,
Heikki Mannila,
Jouni K. Seppänen:
Finding Trees from Unordered 0-1 Data.
PKDD 2006: 175-186 |
| 135 | EE | Pauli Miettinen,
Taneli Mielikäinen,
Aristides Gionis,
Gautam Das,
Heikki Mannila:
The Discrete Basis Problem.
PKDD 2006: 335-346 |
| 134 | EE | Ella Bingham,
Aristides Gionis,
Niina Haiminen,
Heli Hiisilä,
Heikki Mannila,
Evimaria Terzi:
Segmentation and dimensionality reduction.
SDM 2006 |
| 2005 |
|---|
| 133 | | Jean-François Boulicaut,
Luc De Raedt,
Heikki Mannila:
Constraint-Based Mining and Inductive Databases, European Workshop on Inductive Databases and Constraint Based Mining, Hinterzarten, Germany, March 11-13, 2004, Revised Selected Papers
Springer 2005 |
| 132 | EE | Aristides Gionis,
Heikki Mannila,
Panayiotis Tsaparas:
Clustering Aggregation.
ICDE 2005: 341-352 |
| 131 | EE | Spiros Papadimitriou,
Aristides Gionis,
Panayiotis Tsaparas,
Risto A. Väisänen,
Heikki Mannila,
Christos Faloutsos:
Parameter-Free Spatial Data Mining Using MDL.
ICDM 2005: 346-353 |
| 130 | EE | Foto N. Afrati,
Gautam Das,
Aristides Gionis,
Heikki Mannila,
Taneli Mielikäinen,
Panayiotis Tsaparas:
Mining Chains of Relations.
ICDM 2005: 553-556 |
| 129 | EE | Antti Ukkonen,
Mikael Fortelius,
Heikki Mannila:
Finding partial orders from unordered 0-1 data.
KDD 2005: 285-293 |
| 128 | EE | Pasi Rastas,
Mikko Koivisto,
Heikki Mannila,
Esko Ukkonen:
A Hidden Markov Technique for Haplotype Reconstruction.
WABI 2005: 140-151 |
| 127 | | Marko Salmenkivi,
Heikki Mannila:
Piecewise Constant Modeling of Sequential Data Using Reversible Jump Markov Chain Monte Carlo.
Data Mining in Bioinformatics 2005: 85-103 |
| 126 | EE | Marko Salmenkivi,
Heikki Mannila:
Using Markov chain Monte Carlo and dynamic programming for event sequence data.
Knowl. Inf. Syst. 7(3): 267-288 (2005) |
| 2004 |
|---|
| 125 | EE | Mikko Koivisto,
Teemu Kivioja,
Heikki Mannila,
Pasi Rastas,
Esko Ukkonen:
Hidden Markov Modelling Techniques for Haplotype Analysis.
ALT 2004: 37-52 |
| 124 | EE | Jouni K. Seppänen,
Heikki Mannila:
Boolean Formulas and Frequent Sets.
Constraint-Based Mining and Inductive Databases 2004: 348-361 |
| 123 | EE | Foto N. Afrati,
Aristides Gionis,
Heikki Mannila:
Approximating a collection of frequent sets.
KDD 2004: 12-19 |
| 122 | EE | Jouni K. Seppänen,
Heikki Mannila:
Dense itemsets.
KDD 2004: 683-688 |
| 121 | EE | Aristides Gionis,
Heikki Mannila,
Jouni K. Seppänen:
Geometric and Combinatorial Tiles in 0-1 Data.
PKDD 2004: 173-184 |
| 120 | EE | Floris Geerts,
Heikki Mannila,
Evimaria Terzi:
Relational link-based ranking.
VLDB 2004: 552-563 |
| 119 | EE | Usama M. Fayyad,
Heikki Mannila,
Raghu Ramakrishnan:
Editorial.
Data Min. Knowl. Discov. 8(1): 5-6 (2004) |
| 118 | EE | Usama M. Fayyad,
Heikki Mannila,
Raghu Ramakrishnan:
Editorial.
Data Min. Knowl. Discov. 8(2): 95-96 (2004) |
| 2003 |
|---|
| 117 | EE | Aristides Gionis,
Teija Kujala,
Heikki Mannila:
Fragments of order.
KDD 2003: 129-136 |
| 116 | EE | Antti Leino,
Heikki Mannila,
Ritva Liisa Pitkänen:
Rule Discovery and Probabilistic Modeling for Onomastic Data.
PKDD 2003: 291-302 |
| 115 | EE | Taneli Mielikäinen,
Heikki Mannila:
The Pattern Ordering Problem.
PKDD 2003: 327-338 |
| 114 | EE | Jouni K. Seppänen,
Ella Bingham,
Heikki Mannila:
A Simple Algorithm for Topic Identification in 0-1 Data.
PKDD 2003: 423-434 |
| 113 | EE | Mikko Koivisto,
Markus Perola,
T. Varilo,
W. Hennah,
J. Ekelund,
Margus Lukk,
L. Peltonen,
Esko Ukkonen,
Heikki Mannila:
An MDL Method for Finding Haplotype Blocks and for Estimating the Strength of Haplotype Block Boundaries.
Pacific Symposium on Biocomputing 2003: 502-513 |
| 112 | EE | Aristides Gionis,
Heikki Mannila:
Finding recurrent sources in sequences.
RECOMB 2003: 123-130 |
| 111 | EE | Jaakko Hollmén,
Jouni K. Seppänen,
Heikki Mannila:
Mixture Models and Frequent Sets: Combining Global and Local Methods for 0-1 Data.
SDM 2003 |
| 110 | EE | Dimitrios Gunopulos,
Roni Khardon,
Heikki Mannila,
Sanjeev Saluja,
Hannu Toivonen,
Ram Sewak Sharm:
Discovering all most specific sentences.
ACM Trans. Database Syst. 28(2): 140-174 (2003) |
| 109 | EE | Dmitry Pavlov,
Heikki Mannila,
Padhraic Smyth:
Beyond Independence: Probabilistic Models for Query Approximation on Binary Transaction Data.
IEEE Trans. Knowl. Data Eng. 15(6): 1409-1421 (2003) |
| 2002 |
|---|
| 108 | | Robert L. Grossman,
Jiawei Han,
Vipin Kumar,
Heikki Mannila,
Rajeev Motwani:
Proceedings of the Second SIAM International Conference on Data Mining, Arlington, VA, USA, April 11-13, 2002
SIAM 2002 |
| 107 | | Tapio Elomaa,
Heikki Mannila,
Hannu Toivonen:
Machine Learning: ECML 2002, 13th European Conference on Machine Learning, Helsinki, Finland, August 19-23, 2002, Proceedings
Springer 2002 |
| 106 | | Tapio Elomaa,
Heikki Mannila,
Hannu Toivonen:
Principles of Data Mining and Knowledge Discovery, 6th European Conference, PKDD 2002, Helsinki, Finland, August 19-23, 2002, Proceedings
Springer 2002 |
| 105 | | Marko Salmenkivi,
Juha Kere,
Heikki Mannila:
Genome segmentation using piecewise constant intensity models and reversible jump MCMC.
ECCB 2002: 211-218 |
| 104 | EE | Heikki Mannila:
Local and Global Methods in Data Mining: Basic Techniques and Open Problems.
ICALP 2002: 57-68 |
| 103 | EE | Carson Kai-Sang Leung,
Raymond T. Ng,
Heikki Mannila:
OSSM: A Segmentation Approach to Optimize Frequency Counting.
ICDE 2002: 583-592 |
| 102 | EE | Luc De Raedt,
Manfred Jaeger,
Sau Dan Lee,
Heikki Mannila:
A Theory of Inductive Query Answering.
ICDM 2002: 123-130 |
| 101 | EE | Ella Bingham,
Heikki Mannila,
Jouni K. Seppänen:
Topics in 0--1 data.
KDD 2002: 450-455 |
| 100 | EE | Heikki Mannila:
Combining Pattern Discovery and Probabilistic Modeling in Data Mining.
SWAT 2002: 19 |
| 99 | | Heikki Mannila,
Anne Patrikainen,
Jouni K. Seppänen,
Juha Kere:
Long-range control of expression in yeast.
Bioinformatics 18(3): 482-483 (2002) |
| 98 | EE | Jiawei Han,
Russ B. Altman,
Vipin Kumar,
Heikki Mannila,
Daryl Pregibon:
Emerging scientific applications in data mining.
Commun. ACM 45(8): 54-58 (2002) |
| 2001 |
|---|
| 97 | EE | Heikki Mannila:
Combining Discrete Algorithmic and Probabilistic Approaches in Data Mining.
ECML 2001: 601 |
| 96 | EE | Johan Himberg,
Kalle Korpiaho,
Heikki Mannila,
Johanna Tikanmäki,
Hannu Toivonen:
Time Series Segmentation for Context Recognition in Mobile Devices.
ICDM 2001: 203-210 |
| 95 | EE | Ella Bingham,
Heikki Mannila:
Random projection in dimensionality reduction: applications to image and text data.
KDD 2001: 245-250 |
| 94 | EE | Heikki Mannila,
Marko Salmenkivi:
Finding simple intensity descriptions from event sequence data.
KDD 2001: 341-346 |
| 93 | EE | Igor V. Cadez,
Padhraic Smyth,
Heikki Mannila:
Probabilistic modeling of transaction data with applications to profiling, visualization, and prediction.
KDD 2001: 37-46 |
| 92 | EE | Heikki Mannila:
Combining Discrete Algorithmic and Probabilistic Approaches in Data Mining.
PKDD 2001: 493 |
| 91 | EE | Béla Bollobás,
Gautam Das,
Dimitrios Gunopulos,
Heikki Mannila:
Time-Series Similarity Problems and Well-Separated Geometric Sets.
Nord. J. Comput. 8(4): 409-423 (2001) |
| 2000 |
|---|
| 90 | | Hannu Toivonen,
Paivi Onkamo,
Kari Vasko,
Vesa Ollikainen,
Petteri Sevon,
Heikki Mannila,
Juha Kere:
Gene Mapping by Haplotype Pattern Mining.
BIBE 2000: 99-108 |
| 89 | EE | Heikki Mannila,
Padhraic Smyth:
Approximate Query Answering with Frequent Sets and Maximum Entropy.
ICDE 2000: 309 |
| 88 | EE | Heikki Mannila,
Christopher Meek:
Global partial orders from sequential data.
KDD 2000: 161-168 |
| 87 | EE | Gautam Das,
Heikki Mannila:
Context-Based Similarity Measures for Categorical Databases.
PKDD 2000: 201-210 |
| 86 | EE | Dmitry Pavlov,
Heikki Mannila,
Padhraic Smyth:
Probabilistic Models for Query Approximation with Large Sparse Binary Data Sets.
UAI 2000: 465-472 |
| 85 | EE | Heikki Mannila:
Theoretical Frameworks for Data Mining.
SIGKDD Explorations 1(2): 30-32 (2000) |
| 1999 |
|---|
| 84 | EE | Heikki Mannila,
Pirjo Moen:
Similarity between Event Types in Sequences.
DaWaK 1999: 271-280 |
| 83 | EE | Jean-François Boulicaut,
Mika Klemettinen,
Heikki Mannila:
Modeling KDD Processes within the Inductive Database Framework.
DaWaK 1999: 293-302 |
| 82 | EE | Heikki Mannila:
Inductive Databases (Abstract).
ILP 1999: 14 |
| 81 | EE | Heikki Mannila,
Dmitry Pavlov,
Padhraic Smyth:
Prediction with Local Patterns using Cross-Entropy.
KDD 1999: 357-361 |
| 80 | | Mika Klemettinen,
Heikki Mannila,
A. Inkeri Verkamo:
Association Rule Selection in a Data Mining Environment.
PKDD 1999: 372-377 |
| 79 | EE | Roni Khardon,
Heikki Mannila,
Dan Roth:
Reasoning with Examples: Propositional Formulae and Database Dependencies.
Acta Inf. 36(4): 267-286 (1999) |
| 78 | EE | Mika Klemettinen,
Heikki Mannila,
Hannu Toivonen:
Interactive exploration of interesting findings in the Telecommunication Network Alarm Sequence Analyzer (TASA).
Information & Software Technology 41(9): 557-567 (1999) |
| 77 | | Yonatan Aumann,
Ronen Feldman,
Orly Liphstat,
Heikki Mannila:
Borders: An Efficient Algorithm for Association Generation in Dynamic Databases.
J. Intell. Inf. Syst. 12(1): 61-73 (1999) |
| 76 | EE | Mika Klemettinen,
Heikki Mannila,
Hannu Toivonen:
Rule Discovery in Telecommunication Alarm Data.
J. Network Syst. Manage. 7(4): (1999) |
| 1998 |
|---|
| 75 | EE | Heikki Mannila,
Hannu Toivonen,
Atte Korhola,
Heikki Olander:
Learning, Mining, or Modeling? A Case Study from Paleocology.
Discovery Science 1998: 12-24 |
| 74 | | Gautam Das,
King-Ip Lin,
Heikki Mannila,
Gopal Renganathan,
Padhraic Smyth:
Rule Discovery from Time Series.
KDD 1998: 16-22 |
| 73 | | Gautam Das,
Heikki Mannila,
Pirjo Ronkainen:
Similarity of Attributes by External Probes.
KDD 1998: 23-29 |
| 72 | | Jean-François Boulicaut,
Mika Klemettinen,
Heikki Mannila:
Querying Inductive Databases: A Case Study on the MINE RULE Operator.
PKDD 1998: 194-202 |
| 1997 |
|---|
| 71 | | David Heckerman,
Heikki Mannila,
Daryl Pregibon:
Proceedings of the Third International Conference on Knowledge Discovery and Data Mining (KDD-97), Newport Beach, California, USA, August 14-17, 1997
AAAI Press 1997 |
| 70 | | Mika Klemettinen,
Heikki Mannila,
Hannu Toivonen:
A Data Mining Methodology and Its Application to Semi-automatic Knowledge Acquisition.
DEXA Workshop 1997: 670-677 |
| 69 | | Ronen Feldman,
Yonatan Aumann,
Amihood Amir,
Heikki Mannila:
Efficient Algorithms for Discovering Frequent Sets in Incremental Databases.
DMKD 1997: 0- |
| 68 | EE | Dimitrios Gunopulos,
Heikki Mannila,
Sanjeev Saluja:
Discovering All Most Specific Sentences by Randomized Algorithms.
ICDT 1997: 215-229 |
| 67 | EE | Heikki Mannila:
Methods and Problems in Data Mining.
ICDT 1997: 41-55 |
| 66 | | Heikki Mannila:
Inductive Databases and Condensed Representations for Data Mining.
ILPS 1997: 21-30 |
| 65 | | Gautam Das,
Dimitrios Gunopulos,
Heikki Mannila:
Finding Similar Time Series.
PKDD 1997: 88-100 |
| 64 | EE | Dimitrios Gunopulos,
Roni Khardon,
Heikki Mannila,
Hannu Toivonen:
Data mining, Hypergraph Transversals, and Machine Learning.
PODS 1997: 209-216 |
| 63 | EE | Béla Bollobás,
Gautam Das,
Dimitrios Gunopulos,
Heikki Mannila:
Time-Series Similarity Problems and Well-Separated Geometric Sets.
Symposium on Computational Geometry 1997: 454-456 |
| 62 | EE | Heikki Mannila,
Pirjo Ronkainen:
Similarity of Event Sequences.
TIME 1997: 136-139 |
| 61 | EE | Thomas Eiter,
Georg Gottlob,
Heikki Mannila:
Disjunctive Datalog.
ACM Trans. Database Syst. 22(3): 364-418 (1997) |
| 60 | | Thomas Eiter,
Heikki Mannila:
Distance Measures for Point Sets and their Computation.
Acta Inf. 34(2): 109-133 (1997) |
| 59 | | Heikki Mannila,
Hannu Toivonen:
Levelwise Search and Borders of Theories in Knowledge Discovery.
Data Min. Knowl. Discov. 1(3): 241-258 (1997) |
| 58 | | Heikki Mannila,
Hannu Toivonen,
A. Inkeri Verkamo:
Discovery of Frequent Episodes in Event Sequences.
Data Min. Knowl. Discov. 1(3): 259-289 (1997) |
| 1996 |
|---|
| 57 | EE | Heikki Mannila:
Schema Design and Knowledge Discovery (Abstract).
ER 1996: 27 |
| 56 | EE | Kimmo Hätönen,
Mika Klemettinen,
Heikki Mannila,
Pirjo Ronkainen,
Hannu Toivonen:
Knowledge Discovery from Telecommunication Network Alarm Databases.
ICDE 1996: 115-122 |
| 55 | | Heikki Mannila:
Data Mining and Machine Learning (Abstract).
ICML 1996: 555 |
| 54 | | Heikki Mannila,
Hannu Toivonen:
Discovering Generalized Episodes Using Minimal Occurrences.
KDD 1996: 146-151 |
| 53 | | Heikki Mannila,
Hannu Toivonen:
Multiple Uses of Frequent Sets and Condensed Representations (Extended Abstract).
KDD 1996: 189-194 |
| 52 | EE | Heikki Mannila:
Data Mining: Machine Learning, Statistics, and Databases.
SSDBM 1996: 2-9 |
| 51 | | Rakesh Agrawal,
Heikki Mannila,
Ramakrishnan Srikant,
Hannu Toivonen,
A. Inkeri Verkamo:
Fast Discovery of Association Rules.
Advances in Knowledge Discovery and Data Mining 1996: 307-328 |
| 50 | EE | Tomasz Imielinski,
Heikki Mannila:
A Database Perspective on Knowledge Discovery.
Commun. ACM 39(11): 58-64 (1996) |
| 1995 |
|---|
| 49 | | Pekka Kilpeläinen,
Heikki Mannila,
Esko Ukkonen:
MDL learning of unions of simple pattern languages from positive examples.
EuroCOLT 1995: 252-260 |
| 48 | | Heikki Mannila:
Aspects of Knowledge Discovery and Data Mining.
Grundlagen von Datenbanken 1995: 1-6 |
| 47 | | Marcel Holsheimer,
Martin L. Kersten,
Heikki Mannila,
Hannu Toivonen:
A Perspective on Databases and Data Mining.
KDD 1995: 150-155 |
| 46 | | Heikki Mannila,
Hannu Toivonen,
A. Inkeri Verkamo:
Discovering Frequent Episodes in Sequences.
KDD 1995: 210-215 |
| 45 | EE | Thomas Eiter,
Pekka Kilpeläinen,
Heikki Mannila:
Recognizing Renamable Generalized Propositional Horn Formulas Is NP-complete.
Discrete Applied Mathematics 59(1): 23-31 (1995) |
| 44 | | Pekka Kilpeläinen,
Heikki Mannila:
Ordered and Unordered Tree Inclusion.
SIAM J. Comput. 24(2): 340-356 (1995) |
| 43 | EE | Jyrki Kivinen,
Heikki Mannila:
Approximate Inference of Functional Dependencies from Relations.
Theor. Comput. Sci. 149(1): 129-149 (1995) |
| 1994 |
|---|
| 42 | EE | Mika Klemettinen,
Heikki Mannila,
Pirjo Ronkainen,
Hannu Toivonen,
A. Inkeri Verkamo:
Finding Interesting Rules from Large Sets of Discovered Association Rules.
CIKM 1994: 401-407 |
| 41 | | Pekka Kilpeläinen,
Heikki Mannila:
Query Primitives for Tree-Structured Data.
CPM 1994: 213-225 |
| 40 | EE | Jyrki Kivinen,
Heikki Mannila,
Esko Ukkonen,
Jaak Vilo:
An ALgorithm for Learning Hierarchical Classifiers.
ECML 1994: 375-378 |
| 39 | | Thomas Eiter,
Georg Gottlob,
Heikki Mannila:
Disjunctive Logic Programming over Finite Structures.
GI Jahrestagung 1994: 69-73 |
| 38 | | Helena Ahonen,
Heikki Mannila,
Erja Nikunen:
Forming Grammars for Structured Documents: an Application of Grammatical Inference.
ICGI 1994: 153-167 |
| 37 | EE | Thomas Eiter,
Georg Gottlob,
Heikki Mannila:
Expressive Power and Complexity of Disjunctive Datalog under the Stable Model Semantics.
IS/KI 1994: 83-103 |
| 36 | | Heikki Mannila,
Hannu Toivonen,
A. Inkeri Verkamo:
Efficient Algorithms for Discovering Association Rules.
KDD Workshop 1994: 181-192 |
| 35 | EE | Thomas Eiter,
Georg Gottlob,
Heikki Mannila:
Adding Disjunction to Datalog.
PODS 1994: 267-278 |
| 34 | EE | Jyrki Kivinen,
Heikki Mannila:
The Power of Sampling in Knowledge Discovery.
PODS 1994: 77-85 |
| 33 | | Heikki Mannila,
Kari-Jouko Räihä:
Algorithms for Inferring Functional Dependencies from Relations.
Data Knowl. Eng. 12(1): 83-99 (1994) |
| 1993 |
|---|
| 32 | EE | Pekka Kilpeläinen,
Heikki Mannila:
Retrieval from Hierarchical Texts by Partial Patterns.
SIGIR 1993: 214-222 |
| 31 | EE | Vladimir Estivill-Castro,
Heikki Mannila,
Derick Wood:
Right Invariant Metrics and Measures of Presortedness.
Discrete Applied Mathematics 42(1): 1-16 (1993) |
| 1992 |
|---|
| 30 | | Heikki Mannila,
Kari-Jouko Räihä:
Design of Relational Databases
Addison-Wesley 1992 |
| 29 | EE | Jyrki Kivinen,
Heikki Mannila,
Esko Ukkonen:
Learning Hierarchical Rule Sets.
COLT 1992: 37-44 |
| 28 | | Pekka Kilpeläinen,
Heikki Mannila:
Grammatical Tree Matching.
CPM 1992: 162-174 |
| 27 | EE | Jyrki Kivinen,
Heikki Mannila:
Approximate Dependency Inference from Relations.
ICDT 1992: 86-98 |
| 26 | | Heikki Mannila,
Kari-Jouko Räihä:
On the Complexity of Inferring Functional Dependencies.
Discrete Applied Mathematics 40(2): 237-243 (1992) |
| 1991 |
|---|
| 25 | EE | Pekka Kilpeläinen,
Heikki Mannila:
The Tree Inclusion Problem.
TAPSOFT, Vol.1 1991: 202-214 |
| 1990 |
|---|
| 24 | | Pekka Kilpeläinen,
Heikki Mannila:
Generation of test cases for simple prolog programs.
Acta Cybern. 9(3): 235-246 (1990) |
| 23 | | Heikki Mannila,
Esko Ukkonen:
Unifications, Deunifications, and Their Complexity.
BIT 30(4): 599-619 (1990) |
| 1989 |
|---|
| 22 | EE | Heikki Mannila,
Kari-Jouko Räihä:
Practical Algorithms for Finding Prime Attributes and Testing Normal Forms.
PODS 1989: 128-133 |
| 21 | | Heikki Mannila,
Kari-Jouko Räihä:
Automatic Generation of Test Data for Relational Queries.
J. Comput. Syst. Sci. 38(2): 240-258 (1989) |
| 1988 |
|---|
| 20 | EE | Heikki Mannila,
Esko Ukkonen:
Time Parameter and Arbitrary Deunions in the Set Union Problem.
SWAT 1988: 34-42 |
| 1987 |
|---|
| 19 | | Heikki Mannila,
Esko Ukkonen:
Flow Analysis of Prolog Programs.
SLP 1987: 205-214 |
| 18 | EE | Heikki Mannila,
Kari-Jouko Räihä:
Dependency Inference.
VLDB 1987: 155-158 |
| 1986 |
|---|
| 17 | EE | Heikki Mannila,
Esko Ukkonen:
The Set Union Problem with Backtracking.
ICALP 1986: 236-243 |
| 16 | EE | Heikki Mannila,
Kari-Jouko Räihä:
Inclusion Dependencies in Database Design.
ICDE 1986: 713-718 |
| 15 | | Heikki Mannila,
Esko Ukkonen:
On the Complexity of Unification Sequences.
ICLP 1986: 122-133 |
| 14 | EE | Heikki Mannila,
Kari-Jouko Räihä:
Test Data for Relational Queries.
PODS 1986: 217-223 |
| 13 | | Heikki Mannila,
Esko Ukkonen:
Timestamped Term Representation for Implementing Prolog.
SLP 1986: 159-165 |
| 12 | | Heikki Mannila,
Kari-Jouko Räihä:
Design by Example: An Application of Armstrong Relations.
J. Comput. Syst. Sci. 33(2): 126-141 (1986) |
| 1985 |
|---|
| 11 | EE | Heikki Mannila,
Kari-Jouko Räihä:
Small Armstrong Relations for Database Design.
PODS 1985: 245-250 |
| 10 | | Heikki Mannila:
Measures of Presortedness and Optimal Sorting Algorithms.
IEEE Trans. Computers 34(4): 318-325 (1985) |
| 9 | | Heikki Mannila,
Kurt Mehlhorn:
A Fast Algorithm for Renaming a Set of Clauses as a Horn Set.
Inf. Process. Lett. 21(5): 269-272 (1985) |
| 8 | | Ralph-Johan Back,
Heikki Mannila:
On the Suitability of Trace Semantics for Modular Proofs of Communicating Processes.
Theor. Comput. Sci. 39: 47-68 (1985) |
| 1984 |
|---|
| 7 | EE | Heikki Mannila:
Measures of Presortedness and Optimal Sorting Algorithms (Extended Abstract).
ICALP 1984: 324-336 |
| 6 | | Heikki Mannila,
Esko Ukkonen:
A Simple Linear-Time Algorithm for in Situ Merging.
Inf. Process. Lett. 18(4): 203-208 (1984) |
| 5 | | Ralph-Johan Back,
Heikki Mannila:
A Semantic Approach to Program Modularity
Information and Control 60(1-3): 138-167 (1984) |
| 1983 |
|---|
| 4 | | Ralph-Johan Back,
Heikki Mannila,
Kari-Jouko Räihä:
Derivation of Efficient DAG Marking Algorithms.
POPL 1983: 20-27 |
| 3 | | Heikki Mannila,
Kari-Jouko Räihä:
On the Relationship of Minimum and Optimum Covers for a Set of Functional Dependencies.
Acta Inf. 20: 143-158 (1983) |
| 1982 |
|---|
| 2 | EE | Ralph-Johan Back,
Heikki Mannila:
Locality in Modular Systems.
ICALP 1982: 1-13 |
| 1 | | Ralph-Johan Back,
Heikki Mannila:
A Refinement of Kahn's Semantic to Handle Non-Determinism and Communication (Extended Abstract).
PODC 1982: 111-120 |
