Academic publications
The research behind the perspective.
Selected peer-reviewed work by our partners across machine learning, speech and language, streaming analytics, quantitative finance, and financial risk, from research laboratories in Japan and the United States.
Full publication record, Dr. Alain Biem: Google Scholar (opens in a new tab)DBLP (opens in a new tab)
Selected publications
14 papers, newest first
2025
Probabilistic forecasting of transition towards sustainable energy production (opens the publisher’s record in a new tab)
Journal of Climate Finance, 10, 100063 · DOI 10.1016/j.jclimf.2025.100063
2022
Growing cumulative activity of major tropical cyclones: Detection, attribution, and projections (opens the publisher’s record in a new tab)
Communications in Nonlinear Science and Numerical Simulation, 108, 106202 · DOI 10.1016/j.cnsns.2021.106202
2021
Time-resolved topological data analysis of market instabilities (opens the publisher’s record in a new tab)
Physica A: Statistical Mechanics and its Applications, 571, 125816 · DOI 10.1016/j.physa.2021.125816
Research summary2020
Topological recognition of critical transitions in time series of cryptocurrencies (opens the publisher’s record in a new tab)
Physica A: Statistical Mechanics and its Applications, 548, 123843 · DOI 10.1016/j.physa.2019.123843
2018
Topological data analysis of financial time series: Landscapes of crashes (opens the publisher’s record in a new tab)
Physica A: Statistical Mechanics and its Applications, 491, 820–834 · DOI 10.1016/j.physa.2017.09.028
Research summary2014
Detecting road traffic events by coupling multiple timeseries with a nonparametric Bayesian method (opens the publisher’s record in a new tab)
IEEE Transactions on Intelligent Transportation Systems, 15(5), 1936–1946 · DOI 10.1109/TITS.2014.2305334
2013
Default risk modeling with position-dependent killing (opens the publisher’s record in a new tab)
Physica A: Statistical Mechanics and its Applications, 392(7), 1648–1658 · DOI 10.1016/j.physa.2012.11.059
2010
Default risk modeling beyond the first-passage approximation: Extended Black-Cox model (opens the publisher’s record in a new tab)
Physical Review E, 82(1), 016116 · DOI 10.1103/PhysRevE.82.016116
2010
IBM InfoSphere Streams for scalable, real-time, intelligent transportation services (opens the publisher’s record in a new tab)
Proceedings of the 2010 ACM SIGMOD International Conference on Management of Data, 1093–1104 · DOI 10.1145/1807167.1807291
Research summary2010
Real-time prognosis of ICU physiological data streams (opens the publisher’s record in a new tab)
2010 Annual International Conference of the IEEE Engineering in Medicine and Biology, 6785–6788 · DOI 10.1109/IEMBS.2010.5625983
2009
Semisupervised least squares support vector machine (opens the publisher’s record in a new tab)
IEEE Transactions on Neural Networks, 20(12), 1858–1870 · DOI 10.1109/TNN.2009.2031143
2006
Minimum classification error training for online handwriting recognition (opens the publisher’s record in a new tab)
IEEE Transactions on Pattern Analysis and Machine Intelligence, 28(7), 1041–1051 · DOI 10.1109/TPAMI.2006.146
2001
An application of discriminative feature extraction to filter-bank-based speech recognition (opens the publisher’s record in a new tab)
IEEE Transactions on Speech and Audio Processing, 9(2), 96–110 · DOI 10.1109/89.902277
1997
Pattern recognition using discriminative feature extraction (opens the publisher’s record in a new tab)
IEEE Transactions on Signal Processing, 45(2), 500–504 · DOI 10.1109/78.554319
Titles, authors, venues, and years follow the publishers’ records. Most of this research predates the establishment of Albius AI Partners; the original publishers retain their respective rights.
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