Heikki Mannila
Impact in
- Signal Processing top 0.05%
- Data Management and Algorithms
- Time Series Analysis and Forecasting
- Information Systems top 0.02%
- Data Mining Algorithms and Applications
Papers in
-
- Data Management and Algorithms 49
- Time Series Analysis and Forecasting 12
-
- Data Mining Algorithms and Applications 65
- Co-authors
- Hannu ToivonenA. Inkeri VerkamoPadhraic SmythDavid J. HandElla BinghamAristides GionisPanayiotis TsaparasRamakrishnan Srikant
- Journals
- BMC Bioinformatics (5 papers)Data Mining and Knowledge Discovery (3 papers)ACM Transactions on Knowledge Discovery from Data (3 papers)IEEE Transactions on Knowledge and Data Engineering (3 papers)Discrete Applied Mathematics (3 papers)
- Partner nations
- FinlandUnited StatesGermany
In The Last Decade
Heikki Mannila
206 papers receiving 12.0k citations
Hit Papers
Peers
Comparison fields: 5 of 212
- Signal Processing 3.9k
- Information Systems 6.0k
- Computational Theory and Mathematics 3.4k
- Artificial Intelligence 6.1k
- Computer Networks and Communications 2.6k
Countries citing papers authored by Heikki Mannila
This map shows the geographic impact of Heikki Mannila's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Heikki Mannila with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Heikki Mannila more than expected).
Fields of papers citing papers by Heikki Mannila
This network shows the impact of papers produced by Heikki Mannila. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Heikki Mannila. The network helps show where Heikki Mannila may publish in the future.
Co-authors
The 25 scholars most cited alongside Heikki Mannila, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
| # | Work | ||
|---|---|---|---|
| 1 | 2012 | 7 | |
| 2 | Correlations and Co-Occurrences of Taxa: the Role of Temporal, Geographic and Taxonomic Restrictions | 2011 | 9 |
| 3 | 2010 | 4 | |
| 4 | Proceedings of the ACM SIGKDD Workshop on Visual Analytics and Knowledge Discovery: Integrating Automated Analysis with Interactive Exploration | 2009 | 5 |
| 5 | Clustering Aggregation (long version) | 2007 | 18 |
| 6 | Constraint-Based Mining and Inductive Databases: European Workshop on Inductive Databases and Constraint Based Mining, Hinterzarten, Germany, March 11-13, ... / Lecture Notes in Artificial Intelligence) | 2006 | 4 |
| 7 | Constrained hidden Markov models for population-based haplotyping (Extended Abstract) | 2006 | 1 |
| 8 | Constraint-based mining and inductive databases : European Workshop on Inductive Databases and Constraint Based Mining, Hinterzarten, Germany, March 11-13, 2004 : revised selected papers | 2005 | 1 |
| 9 | 2001 | 1 | |
| 10 | 2000 | 33 | |
| 11 | Inductive databases and condensed representations for data mining (extended abstract) | 1997 | 8 |
| 12 | Discovering all most specific sentences by randomized algorithms | 1997 | 8 |
| 13 | Multiple uses of frequent sets and condensed representations | 1996 | 75 |
| 14 | Fast discovery of association rules Hit paper breakdown → | 1996 | 1290 |
| 15 | On an algorithm for finding all interesting sentences | 1996 | 22 |
| 16 | A Perspective on Databases and data mining | 1995 | 61 |
| 17 | Discovering frequent episodes in sequences extended abstract | 1995 | 23 |
| 18 | Generation of test cases for simple Prolog programs | 1990 | 2 |
| 19 | Dependency Inference | 1987 | 48 |
| 20 | Flow Analysis of Prolog Programs. | 1987 | 28 |
About Heikki Mannila
Heikki Mannila is a scholar working on Signal Processing, Information Systems, Artificial Intelligence, Computational Theory and Mathematics and Computer Networks and Communications, having authored 213 papers that have together received 13.5k indexed citations. Recurring topics across this work include Data Mining Algorithms and Applications (65 papers), Data Management and Algorithms (49 papers), Algorithms and Data Compression (35 papers), Advanced Database Systems and Queries (31 papers), Rough Sets and Fuzzy Logic (25 papers), Semantic Web and Ontologies (16 papers), Time Series Analysis and Forecasting (12 papers) and Genetic Associations and Epidemiology (10 papers). The work is most often cited by research in Signal Processing (3.9k citations), Information Systems (6.0k citations), Computational Theory and Mathematics (3.4k citations), Artificial Intelligence (6.1k citations) and Computer Networks and Communications (2.6k citations). Heikki Mannila has collaborated with scholars based in Finland, United States and Germany. Frequent co-authors include Hannu Toivonen, A. Inkeri Verkamo, Padhraic Smyth, David J. Hand, Ella Bingham, Aristides Gionis, Panayiotis Tsaparas, Ramakrishnan Srikant, Rakesh Agrawal and Kari‐Jouko Räihä. Their work appears in journals such as BMC Bioinformatics, Data Mining and Knowledge Discovery, ACM Transactions on Knowledge Discovery from Data, IEEE Transactions on Knowledge and Data Engineering and Discrete Applied Mathematics.
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.