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IEEE Transactions on Image Processing, ISSN 1057-7149, 03/2019, Volume 28, Issue 3, pp. 1133 - 1148
Journal Article
EUROPEAN REVIEW OF AGRICULTURAL ECONOMICS, ISSN 0165-1587, 04/2016, Volume 43, Issue 2, pp. 303 - 329
Journal Article
Advanced Science Letters, ISSN 1936-6612, 09/2016, Volume 22, Issue 9, pp. 2117 - 2121
The determination of comprehensive activity-travel patterns is important in the context of agent-based microsimulation modelling. This paper presents an... 
Residential locations | Activity-based models | Activity-travel diaries | Activity sequences | Profile Hidden Markov Models (pHMMs) | Diaries | Simulation | Aggregates | Residential location | Mathematical models | Housing | Regularity | Guidelines
Journal Article
2014 IEEE International Workshop on Machine Learning for Signal Processing (MLSP), ISSN 1551-2541, 09/2014, pp. 1 - 6
This paper proposes a novel insight to the problem of duration modeling for recognition setups where events are inferred from time-signals using a... 
Convolution | score following | Aggregates | semi-Markov chains | Hidden Markov models | Hidden Markov model | Probabilistic logic | Real-time systems | Bayes methods | Mathematical model | alignment
Conference Proceeding
IEEE Transactions on Signal Processing, ISSN 1053-587X, 05/2004, Volume 52, Issue 5, pp. 1242 - 1249
Journal Article
Biophysical Journal, ISSN 0006-3495, 05/2019, Volume 116, Issue 10, pp. 1790 - 1802
Single-molecule kinetic experiments allow the reaction trajectories of individual biomolecules to be directly observed, eliminating the effects of population... 
AGGREGATED MARKOV-MODELS | RIBOSOMAL L1 STALK | RATES | STATES | BIOPHYSICS | RNA | TIMES | DYNAMICS | MOVEMENT | STOCHASTIC PROPERTIES | Markov processes | Molecular dynamics | Models | Algorithms | Analysis
Journal Article
IEEE Transactions on Smart Grid, ISSN 1949-3053, 3/2019, pp. 1 - 1
The large-scale deployment of smart metering worldwide has ignited renewed interest in electrical load disaggregation, or non-intrusive load monitoring (NILM).... 
Home appliances | Aggregates | smart metering | Hidden Markov models | NILM | Feature extraction | Smart meters | Complexity theory | energy disaggregation | Optimization
Journal Article
Journal of General Physiology, ISSN 0022-1295, 02/2018, Volume 150, Issue 2, pp. 339 - 654
Kinetic mechanisms predict how ion channels and other proteins function at the molecular and cellular levels. Ideally, a kinetic model should explain new data... 
MAXIMUM-LIKELIHOOD-ESTIMATION | AGGREGATED MARKOV-MODELS | PHYSIOLOGY | DWELL-TIME SEQUENCES | DYNAMICS | CLAMP | PARAMETERS | CHANNEL KINETICS | NEURON | MACROSCOPIC CURRENTS | IDENTIFIABILITY | Proteins | Ion channels | Research | 504
Journal Article
Physics Letters A, ISSN 0375-9601, 03/2016, Volume 380, Issue 9-10, pp. 998 - 1002
Journal Article
IEEE Transactions on Control Systems Technology, ISSN 1063-6536, 05/2016, Volume 24, Issue 3, pp. 1044 - 1051
Retrieving the household electricity consumption at individual appliance level is an essential requirement to assess the contribution of different end uses to... 
Training | Home appliances | Energy consumption | Power demand | Aggregates | sparse optimization | Hidden Markov models | Energy disaggregation | Optimization | REGRESSION | SELECTION | AUTOMATION & CONTROL SYSTEMS | ENGINEERING, ELECTRICAL & ELECTRONIC | Electricity | Households | Algorithms
Journal Article
Journal of General Physiology, ISSN 0022-1295, 03/2014, Volume 143, Issue 3, pp. 401 - 416
Journal Article
2015 IEEE 31st International Conference on Data Engineering, ISSN 1063-6382, 04/2015, Volume 2015-, pp. 867 - 878
The exploding demand for analytics has refocused the attention of data scientists on applications requiring aggregation in recursion. After resisting the... 
Aggregates | Semantics | Hidden Markov models | Lattices | Indexes | Synchronization | Optimization
Conference Proceeding
Estuarine, Coastal and Shelf Science, ISSN 0272-7714, 02/2018, Volume 201, pp. 105 - 113
Journal Article
IEEE Transactions on Smart Grid, ISSN 1949-3053, 07/2019, Volume 10, Issue 4, pp. 4615 - 4627
Journal Article
Automatica, ISSN 0005-1098, 04/2014, Volume 50, Issue 4, pp. 1188 - 1195
This paper proposes an aggregation-based model reduction method for nonlinear models of multi-zone building thermal dynamics. The full-order model, which is... 
Numerical simulation | Markov models | Model reduction | Structure preserving | Model-based control | AGGREGATION | AUTOMATION & CONTROL SYSTEMS | ENGINEERING, ELECTRICAL & ELECTRONIC | Markov processes | Protection and preservation | Models | Analysis | Nonlinear dynamics | Analogies | Approximation | Aggregates | Mathematical analysis | Markov chains | Nonlinearity
Journal Article
1974, Cambridge tracts in mathematics, 68, ISBN 0521203759, 128
The book is an introduction to some of the 1967–1974 results and techniques in classical lattice statistical mechanics. It is written in the language of... 
Markov processes | Measure theory | Set theory | Probabilities
Book
Journal of Chemical Physics, ISSN 0021-9606, 05/2013, Volume 138, Issue 17, p. 174106
Markov state models (MSMs) have become a popular approach for investigating the conformational dynamics of proteins and other biomolecules. MSMs are typically... 
CHEMISTRY, PHYSICAL | MOLECULAR SIMULATION | NETWORKS | KINETICS | TRAJECTORIES | PHYSICS, ATOMIC, MOLECULAR & CHEMICAL | Thermodynamics | Markov Chains | Molecular Conformation | Kinetics | Proteins - chemistry | Dipeptides - chemistry | Molecular Dynamics Simulation | Construction | Hierarchies | Aggregates | Dynamics | Mathematical analysis | Markov models | Spectra | Clustering
Journal Article
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