Ella Bingham

Ella Bingham

Head of Research Services
Research and Innovation Services
Tutkimuspalveluiden johtaja

Head of Research Services.
Our unit of 60+ research service professionals is helping Aalto University's researcher community in e.g. applying and handling external research funding, library resources, ACRIS, research data management, open science and research, research assessments, the tenure track of professors, multidisciplinary collaboration platforms, sustainability, national cooperation between universities, 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. I have about 3000 citations and my h index is 17 in Google Scholar  and my Erdös number is 3 :-)

Full researcher profile

Contact information

Postal address
Otakaari 24 02150 Espoo Finland
Phone number

Areas of expertise

Research evaluations, Research funding, Data Science, Digitalization, Science policy, Research administration, Data analysis, Digi Platform, 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


Aalto University Research, Art and Impact Assessment 2018 : Report

Ella Bingham, Krisztina Beszterine Cziner, Marjo Kettunen, Tuija Pulkkinen 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

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

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

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

Topic Identification in Dynamical Text by Complexity Pursuit

Ella Bingham, Ata Kaban, M. Girolami 2003 Neural Processing Letters

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

Topics in 0-1 Data

Ella Bingham, H. Mannila, J.K. Seppänen 2002

Nonnegative Matrix Factorization on Gene Expression Data

Jouni Seppänen, J. Hollmén, E. Bingham, H. Mannila 2002

Reinforcement Learning in Neurofuzzy Traffic Signal Control

Ella Bingham 2001 European Journal of Operational Research

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

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