Ella Bingham
Head of Research Services
U901 Research Services
Tutkimuspalveluiden johtaja
Head of Research Services.
Our unit of 70+ research service professionals is helping Aalto University's researcher community in e.g. applying and handling external research funding, doctoral education services, library resources, ACRIS, research data management, open science and research, research assessments, multidisciplinary collaboration via Aalto Networking Platform, research ethics, national profiling of research, and so on. Please find our services at https://www.aalto.fi/en/service-entities/research-and-innovation-services
I am also Executive Director of Foundation for Aalto University Science and Technology (Aalto-yliopiston tekniikan tukisäätiö)
Previously I was Vice Director and responsible for research administration at Helsinki Institute for Information Technology HIIT
Personally, I am also interested in science policy, research funding, science for policymaking, etc. My background is in statistical data analysis / data mining, artificial intelligence, and systems and operations research. My Google Scholar profile is available.
Full researcher profile
https://research.aalto.fi/...
Areas of expertise
Research evaluations, Research funding, Data Science, Digitalization, Science policy, Research administration, Data analysis, 113 Computer and information sciences, 112 Statistics and probability, 2 Engineering and technology, 1 Natural sciences, Computational science, Computational data analysis, Software engineering, operating systems, man-computer interaction, Information systems science, Statistics
Publications
The Profession of Research Management and Administration in Finland
Jaana Backman, Soile Haverinen, Ella Bingham
2023
The Emerald Handbook of Research Management and Administration Around the World
RAI 2018 - Aalto University Research, Art and Impact Assessment
Ella Bingham, Krisztina Beszterine Cziner, Marjo Kettunen, Tuija Pulkkinen
2019
Illustration of Data Agents network of Aalto University: Data Agents: How to put research data management into practice?
Mikhail Kuklin, Richard Darst, Enrico Glerean, Dan Häggman, Clemens Icheln, Mika Jalava, Kaarlo Nieminen, Urszula Pawlicka-Deger, Muhammad Safdar, Ilari Lähteenmäki, Maria Söderholm, Anne Sunikka, Ella Bingham
2019
Advances in Independent Component Analysis and Learning Machines
Ella Bingham, Samuel Kaski, Jorma Laaksonen, Jouko Lampinen
2015
On the Applicability of Latent Variable Modeling to Research System Data
Ella Bingham, Heikki Mannila
2015
Advances in Independent Component Analysis and Learning Machines
Towards computational techniques for identifying candidate chronofauna
Ella Bingham, Heikki Mannila
2014
Annales Zoologici Fennici
Finding segmentations of sequences
Ella Bingham
2011
Inductive Databases and Constraint-based Data Mining
Linkage disequilibrium between chromosomes in the human genome: Test statistics and rapid computation
Ella Bingham, Mikko Koivisto, Yrjö Leino, Heikki Mannila
2010
Enhancing the stability and efficiency of spectral ordering with partial supervision and feature selection
Dimitrios Mavroeidis, Ella Bingham
2010
Knowledge and Information Systems
Complexity control in a mixture model by the Hardy-Weinberg equilibrium
Ella Bingham, Heikki Mannila
2009
Computational Statistics and Data Analysis
The aspect Bernoulli model: multiple causes of presences and absences
Ella Bingham, Ata Kaban, Mikael Fortelius
2009
Pattern Analysis and Applications
Factorisation and denoising of 0-1 data: A variational approach
Ata Kaban, Ella Bingham
2008
Neurocomputing
Higher origination and extinction rates in larger mammals
L.H. Liow, Mikael Fortelius, E. Bingham, K. Lintulaakso, Heikki Mannila, L. Flynn, N.Chr. Stenseth
2008
Proceedings of the National Academy of Sciences of the United States of America
Reply to Vilar et al.: Sleep or hide, better for survival anytime
Lee Hsiang Liow, Mikael Fortelius, Ella Bingham, Kari Lintulaakso, Heikki Mannila, Larry Flynn, Nils C. Stenseth
2008
Proceedings of the National Academy of Sciences of the United States of America
Enhancing the stability of spectral ordering with sparsification and partial supervision: Application to paleontological data
Dimitrios Mavroeidis, Ella Bingham
2008
ICDM'08, IEEE International Conference on Data Mining, Pisa, Italy, Dec. 15-19, 2008
Recommendation of multimedia items by link analysis and collaborative filtering
Davin Wong, Ella Bingham, Saara Hyvönen
2008
Second International Conference on Weblogs and Social Media (ICWSM 2008)
Segmentation and Dimensionality Reduction
E. Bingham, A. Gionis, N. Haiminen, H. Hiisilä, H. Mannila, E. Terzi
2006
2006 SIAM Conference on Data Mining, Bethesda, Maryland, USA, April 20-22, 2006
Dependencies Between Tanscription Factor Binding Sites: Comparison Between ICA, NMF, PLSA and Frequent Sets
H. Hiisilä, E. Bingham
2004
4th IEEE International Conference on Data Mining, Brighton, UK, November 1-4, 2004
Learning to Read Between the Lines: The Aspect Bernoulli Model
A. Kaban, E. Bingham, T. Hirsimäki
2004
4th SIAM International Conference on Data Mining, Lake Buena Vista, Florida, USA, April 22-24, 2004
Topic Identification in Dynamical Text by Complexity Pursuit
Ella Bingham, Ata Kaban, M. Girolami
2003
Neural Processing Letters
Connection Between Multilayer Perceptrons and Regression Using Independent Component Analysis
Aapo Hyvärinen, E. Bingham
2003
Neurocomputing
A Simple Algorithm for Topic Identification in 0-1 Data
Jouni K. Seppänen, Ella Bingham, H. Mannila
2003
Knowledge Discovery in Databases: PKDD 2003, 7th European Conference on Principles and Practice of Knowledge Discovery in Databases, Cavtat-Dubrovnik, Croatia, September 22-26, 2003
ICA and SOM in Text Document Analysis
Ella Bingham, J. Kuusisto, K. Lagus
2002
SIGIR '02: Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval
Topics in 0--1 data
Ella Bingham, H. Mannila, J.K. Seppänen
2002
KDD '02: Proceedings of the eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
Nonnegative Matrix Factorization on Gene Expression Data
Jouni Seppänen, J. Hollmén, E. Bingham, H. Mannila
2002
Finding Topics in Dynamical Text: Application to Chat Line Discussions
Ella Bingham, A. Kaban, M. Girolami
2001
Poster proceedings of the 10th International World Wide Web Conference (WWW10)
Random Projection in Dimensionality Reduction: Applications to Image and Text Data
Ella Bingham, H. Mannila
2001
KDD '01: Proceedings of the Seventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
Reinforcement Learning in Neurofuzzy Traffic Signal Control
Ella Bingham
2001
European Journal of Operational Research
Topic Identification in Dynamical Text by Extracting Minimum Complexity Time Components
Ella Bingham
2001
A Fast Fixed-Point Algorithm for Independent Component Analysis of Complex Valued Signals
E. Bingham, Aapo Hyvärinen
2000
International Journal of Neural Systems
Fast and Robust Deflationary Separation of Complex Valued Signals
Ella Bingham, Aapo Hyvärinen
2000
X European Signal Processing Conference (EUSIPCO 2000), Tampere, Finland, September 4-8, 2000
ICA of Complex Valued Signals: A Fast and Robust Deflationary Algorithm
Ella Bingham, Aapo Hyvärinen
2000
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks. IJCNN 2000. Neural Computing: New Challenges and Perspectives for the New Millennium
Reinforcement Learning in Neurofuzzy Traffic Signal Control
E. Bingham
1999
11th Mini-EURO Conference on Artificial Intelligence in Transportation Systems and Science, and the 7th EURO-Working Group Meeting on Transportation, Espoo, Finland, August 2-6, 1999
Neurofuzzy Traffic Signal Control
E. Bingham, J. Niittymäki
1998
MOBILE-Liikenteen energiankäytön ja ympäristövaikutusten tutkimusohjelma, vuosiseminaari, Helsinki, 14.-15.10.1998
Neurofuzzy Traffic Signal Control
E. Bingham
1998