Jason Williams

Jason Williams's AcademicInfluence.com Rankings

Jason Williams

Engineering

#8994

World Rank

#10645

Historical Rank

Electrical Engineering

#2829

World Rank

#2975

Historical Rank

Applied Physics

#3409

World Rank

#3505

Historical Rank

engineering Degrees

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Engineering

Jason Williams's Degrees

PhD Electrical Engineering University of California, Berkeley
Masters Electrical Engineering University of California, Berkeley
Bachelors Electrical Engineering Stanford University

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Jason Williams's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

Marginal multi-bernoulli filters: RFS derivation of MHT, JIPDA, and association-based member (2012) (210)
Message Passing Algorithms for Scalable Multitarget Tracking (2018) (190)
Approximate Dynamic Programming for Communication-Constrained Sensor Network Management (2007) (177)
Poisson Multi-Bernoulli Mixture Filter: Direct Derivation and Implementation (2017) (141)
Approximate evaluation of marginal association probabilities with belief propagation (2012) (138)
Information theoretic sensor management (2007) (99)
An Efficient, Variational Approximation of the Best Fitting Multi-Bernoulli Filter (2014) (92)
Gaussian Mixture Reduction for Tracking Multiple Maneuvering Targets in Clutter (2003) (82)
Hybrid Poisson and multi-Bernoulli filters (2012) (63)
Cost-function-based hypothesis control techniques for multiple hypothesis tracking (2004) (54)
Poisson Multi-Bernoulli Mixture Trackers: Continuity Through Random Finite Sets of Trajectories (2018) (42)
Convergence of loopy belief propagation for data association (2010) (39)
Performance Guarantees for Information Theoretic Active Inference (2007) (34)
Data association by loopy belief propagation (2010) (32)
Detection and Localization of Material Releases With Sparse Sensor Configurations (2006) (30)
Scalable Detection and Tracking of Geometric Extended Objects (2021) (28)
Gaussian implementation of the multi-Bernoulli mixture filter (2019) (27)
Trajectory Poisson Multi-Bernoulli Filters (2020) (24)
Multiple Scan Data Association by Convex Variational Inference (2016) (22)
Extended target Poisson multi-Bernoulli mixture trackers based on sets of trajectories (2019) (21)
Experiments with graphical model implementations of multiple target multiple Bernoulli filters (2011) (17)
Multi-Scan Implementation of the Trajectory Poisson Multi-Bernoulli Mixture Filter (2019) (16)
Radar sensor management for detection and tracking (2008) (15)
Scalable Detection and Tracking of Extended Objects (2020) (14)
Multidimensional assignment by dual decomposition (2011) (12)
A structured mean field approach for existence-based multiple target tracking (2016) (12)
A Poisson Multi-Bernoulli Mixture Filter for Coexisting Point and Extended Targets (2020) (10)
Optimization approaches to dynamic routing of measurements and models in a sensor network object tracking problem (2005) (10)
Graphical model approximations of random finite set filters (2011) (9)
Tracking a coordinated group using expectation maximisation (2013) (9)
Trajectory multi-Bernoulli filters for multi-target tracking based on sets of trajectories (2020) (9)
Graphical Models and Fusion in Sensor Networks (2007) (8)
Improved hypothesis selection for multiple hypothesis tracking (2004) (8)
Rolling horizon non-myopic scheduling of multifunction radar for search and track (2016) (8)
Importance sampling actor-critic algorithms (2006) (8)
Scheduling multifunction radar for search and tracking (2015) (8)
Bernoulli track‐before‐detect filter for maritime radar (2020) (7)
Performance Guarantees for Information Theoretic Sensor Resource Management (2007) (7)
Poisson Multi-Bernoulli Approximations for Multiple Extended Object Filtering (2018) (7)
Sensor management for multiple target tracking with heterogeneous sensor models (2006) (6)
A Comparison of JPDA and Belief Propagation for Data Association in SSA (2014) (5)
Graphical model approximations to the full Bayes random finite set filter (2011) (5)
A Comparative Study of Track-Before-Detect Algorithms in Radar Sea Clutter (2019) (5)
Marginal multi-Bernoulli filters ( extended version ) (2012) (4)
A Constraint Generation Integer Programming Approach to Information Theoretic Sensor Resource Management (2007) (4)
Bernoulli Filter for Track-Before-Detect: Swerling-1 Target in K-distributed Clutter (2019) (3)
Lagrangian relaxation approaches to closed loop scheduling of track updates (2012) (3)
Tracker Operating Characteristic for Integrated Probabilistic Data Association (2018) (3)
The best fitting multi-Bernoulli filter (2014) (2)
A Scalable Track-Before-Detect Method With Poisson/Multi-Bernoulli Model (2021) (2)
Interior point solution of fractional Bethe permanent (2014) (2)
Centralized Mission Planning and Scheduling System for the Landsat Data Continuity Mission (Landsat 8) (2014) (2)
Spatiotemporal Constraints for Sets of Trajectories with Applications to PMBM Densities (2020) (2)
Exploiting correlation effects within multiple-hypothesis tracking (2006) (2)
Identifying Demand Indicators for Air Force Recruiting Service with Discriminant Analysis (2012) (1)
Scalable Extended Object Tracking (2021) (1)
Alert-Confirm Track Confirmation for Radar (2019) (1)
An Alert-Confirm Approach To Track Confirmation (2018) (1)
MKV carrier vehicle sensor calibration (2009) (1)
Multiple Object Trajectory Estimation Using Backward Simulation (2022) (1)
Trajectory PMB Filters for Extended Object Tracking Using Belief Propagation (2022) (1)
Backward Simulation for Sets of Trajectories (2020) (1)
Industry insights: Post conference report: International conference on radar 2018 (2019) (0)
Carrier Vehicle Sensor Calibration Citation (2009) (0)
An Approximate Dynamic Programming Approach toa Communication Constrained Sensor ManagementProblem (2005) (0)
News & information: Distinguished lectures in Queensland (2019) (0)

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Jason Williams's Academic­Influence.com Rankings

Jason Williams's Degrees

Why Is Jason Williams Influential?

Jason Williams's Published Works

Published Works

Jason Williams's AcademicInfluence.com Rankings