Javier Gonzalez

Publication Activity (10 Years)

Years Active: 1992-2023
Publications (10 Years): 34

Top Topics

Clinical Decision Support

Gaussian Process

User Engagement

Monte Carlo Sampling

Top Venues

J. Am. Medical Informatics Assoc.

Publications

Melanie F. Pradier, Niranjani Prasad, Paidamoyo Chapfuwa, Sahra Ghalebikesabi, Max Ilse, Steven Woodhouse, Rebecca Elyanow, Javier Zazo, Javier Gonzalez, Julia Greissl, Edward Meeds
AIRIVA: A Deep Generative Model of Adaptive Immune Repertoires. CoRR (2023)
Simon A. F. Lund, Philippe Bonnet, Klaus B. A. Jensen, Javier Gonzalez
I/O interface independence with xNVMe. SYSTOR (2022)
Danissa V. Rodriguez, Katharine Lawrence, Son Luu, Brian Chirn, Javier Gonzalez, Devin M. Mann
PAMS - A Personalized Automatic Messaging System for User Engagement with a Digital Diabetes Prevention Program. ICHI (2022)
Heiner Litz, Javier Gonzalez, Ana Klimovic, Christos Kozyrakis
RAIL: Predictable, Low Tail Latency for NVMe Flash. ACM Trans. Storage 18 (1) (2022)
Edward De Brouwer, Javier Gonzalez, Stephanie L. Hyland
Predicting the impact of treatments over time with uncertainty aware neural differential equations. AISTATS (2022)
Richard L. Bradshaw, Kensaku Kawamoto, Kimberly A. Kaphingst, Wendy Kohlmann, Rachel Hess, Michael C. Flynn, Claude J. Nanjo, Phillip B. Warner, Jianlin Shi, Keaton L. Morgan, Kadyn Kimball, Pallavi Ranade-Kharkar, Ophira Ginsburg, Melody Goodman, Rachelle Chambers, Devin M. Mann, Scott P. Narus, Javier Gonzalez, Shane Loomis, Priscilla Chan, Rachel Monahan, Emerson P. Borsato, David E. Shields, Douglas K. Martin, Cecilia M. Kessler, Guilherme Del Fiol
GARDE: a standards-based clinical decision support platform for identifying population health management cohorts. J. Am. Medical Informatics Assoc. 29 (5) (2022)
Andrei Paleyes, Mark Pullin, Maren Mahsereci, Cliff McCollum, Neil D. Lawrence, Javier Gonzalez
Emulation of physical processes with Emukit. CoRR (2021)
Masha Naslidnyk, Javier Gonzalez, Maren Mahsereci
Invariant Priors for Bayesian Quadrature. CoRR (2021)
Siu Lun Chau, Javier Gonzalez, Dino Sejdinovic
RKHS-SHAP: Shapley Values for Kernel Methods. CoRR (2021)
Henry B. Moss, David S. Leslie, Javier Gonzalez, Paul Rayson
GIBBON: General-purpose Information-Based Bayesian OptimisatioN. CoRR (2021)
Henry B. Moss, David S. Leslie, Javier Gonzalez, Paul Rayson
GIBBON: General-purpose Information-Based Bayesian Optimisation. J. Mach. Learn. Res. 22 (2021)
Danissa V. Rodriguez, Katharine Lawrence, Son Luu, Jonathan L. Yu, Dawn M. Feldthouse, Javier Gonzalez, Devin M. Mann
Development of a computer-aided text message platform for user engagement with a digital Diabetes Prevention Program: a case study. J. Am. Medical Informatics Assoc. 29 (1) (2021)
David Janz, David R. Burt, Javier Gonzalez
Bandit optimisation of functions in the Matérn kernel RKHS. AISTATS (2020)
Henry B. Moss, David S. Leslie, Daniel Beck, Javier Gonzalez, Paul Rayson
BOSS: Bayesian Optimization over String Spaces. NeurIPS (2020)
Eero Siivola, Javier Gonzalez, Andrei Paleyes, Aki Vehtari
Good practices for Bayesian Optimization of high dimensional structured spaces. CoRR (2020)
Valerie Graw, Olena Dubovyk, Gohar Ghazaryan, Jonas Schreier, Javier Gonzalez, Ayman Abdel-Hamid, Yvonne Walz, Karen Dall, Joachim Post, Andries Jordaan
Timing is Everything-Drought Classification for Risk Assessment. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Henry B. Moss, Daniel Beck, Javier Gonzalez, David S. Leslie, Paul Rayson
BOSS: Bayesian Optimization over String Spaces. CoRR (2020)
Virginia Aglietti, Theodoros Damoulas, Mauricio Álvarez, Javier Gonzalez
Multi-task Causal Learning with Gaussian Processes. NeurIPS (2020)
Shali Jiang, Henry Chai, Javier Gonzalez, Roman Garnett
BINOCULARS for efficient, nonmyopic sequential experimental design. ICML (2020)
Eero Siivola, Akash Kumar Dhaka, Michael Riis Andersen, Javier Gonzalez, Pablo Garcia Moreno, Aki Vehtari
Preferential Batch Bayesian Optimization. CoRR (2020)
Carole H. Sudre, Jasmina Panovska, Eser Sanverdi, Sebastian Brandner, Vasileios K. Katsaros, George Stranjalis, Francesca B. Pizzini, Claudio Ghimenton, Katarina Surlan-Popovic, Jernej Avsenik, Maria Vittoria Spampinato, Mario Nigro, Arindam R. Chatterjee, Arnaud Attye, Sylvie Grand, Alexandre Krainik, Nicoletta Anzalone, Gian Marco Conte, Valeria Romeo, Lorenzo Ugga, Andrea Elefante, Elisa Francesca Ciceri, Elia Guadagno, Eftychia E. Kapsalaki, Diana Röttger, Javier Gonzalez, Timothé Boutelier, M. Jorge Cardoso, Sotirios Bisdas
Machine learning assisted DSC-MRI radiomics as a tool for glioma classification by grade and mutation status. BMC Medical Informatics Decis. Mak. 20 (1) (2020)
Sara Kuppin Chokshi, Ji Chen, Roshini Hegde, Eduardo Iturrate, Yindalon Aphinyanaphongs, Javier Gonzalez, Devin M. Mann
The Process of Developing, Validating and Operationalizing a Personalized Machine Learning Algorithm for Clinical Decision Support: A Case Study. AMIA (2019)
Alexandra Gessner, Javier Gonzalez, Maren Mahsereci
Active Multi-Information Source Bayesian Quadrature. CoRR (2019)
Aldo Jaimes, Javier Gonzalez, Alexander Ibarra, Patrick Benavidez, Mo M. Jamshidi
Low-Cost Heterogeneous Unmanned Ground Vehicle (UGV) Testbed for Systems of Autonomous Vehicles Research. SoSE (2019)
Aaron Klein, Zhenwen Dai, Frank Hutter, Neil D. Lawrence, Javier Gonzalez
Meta-Surrogate Benchmarking for Hyperparameter Optimization. NeurIPS (2019)
Aaron Klein, Zhenwen Dai, Frank Hutter, Neil D. Lawrence, Javier Gonzalez
Meta-Surrogate Benchmarking for Hyperparameter Optimization. CoRR (2019)
Shali Jiang, Henry Chai, Javier Gonzalez, Roman Garnett
Efficient nonmyopic Bayesian optimization and quadrature. CoRR (2019)
Alexandra Gessner, Javier Gonzalez, Maren Mahsereci
Active Multi-Information Source Bayesian Quadrature. UAI (2019)
Brendan Avent, Javier Gonzalez, Tom Diethe, Andrei Paleyes, Borja Balle
Automatic Discovery of Privacy-Utility Pareto Fronts. CoRR (2019)
Eero Siivola, Aki Vehtari, Jarno Vanhatalo, Javier Gonzalez, Michael Riis Andersen
Correcting boundary over-Exploration Deficiencies in Bayesian Optimization with Virtual derivative Sign observations. MLSP (2018)
Valerie Graw, Gohar Ghazaryan, Jonas Schreier, Javier Gonzalez, Ayman Abdel-Hamid, Yvonne Walz, Karen Dall, Joachim Post, Andries Jordaan, Olena Dubovyk
Timing is Everything - Drought Classification for Risk Assessment. IGARSS (2018)
Xiaoyu Lu, Javier Gonzalez, Zhenwen Dai, Neil D. Lawrence
Structured Variationally Auto-encoded Optimization. ICML (2018)
Matias Bjørling, Javier Gonzalez, Philippe Bonnet
LightNVM: The Linux Open-Channel SSD Subsystem. FAST (2017)
Matías Herrera, Javier Gonzalez, Luis Chiruzzo, Dina Wonsever
Some strategies for the improvement of a Spanish WordNet. GWC (2016)
Juhani Latvakoski, Antti Iivari, Paul Vitic, Bashar Jubeh, Mahdi Ben Alaya, Thierry Monteil, Yoann Lopez, Guillermo Talavera, Javier Gonzalez, Niclas Granqvist, Monir Kellil, Hervé Ganem, Teemu Väisänen
A Survey on M2M Service Networks. Comput. 3 (4) (2014)
Toni Adame, Albert Bel, Boris Bellalta, Jaume Barceló, Javier Gonzalez, Miquel Oliver
Capacity Analysis of IEEE 802.11ah WLANs for M2M Communications. CoRR (2013)
Toni Adame, Albert Bel, Boris Bellalta, Jaume Barceló, Javier Gonzalez, Miquel Oliver
Capacity Analysis of IEEE 802.11ah WLANs for M2M Communications. MACOM (2013)
Silvia Coradeschi, Amedeo Cesta, Gabriella Cortellessa, Luca Coraci, Javier Gonzalez, Lars Karlsson, Francesco Furfari, Amy Loutfi, Andrea Orlandini, Filippo Palumbo, Federico Pecora, Stephen Von Rump, Ales Stimec, Jonas Ullberg, Britt Otslund
GiraffPlus: Combining social interaction and long term monitoring for promoting independent living. HSI (2013)
Alberto Muñoz, Gabriel Martos, Javier Arriero, Javier Gonzalez
A New Distance for Probability Measures Based on the Estimation of Level Sets. ICANN (2) (2012)
Antonio Muñoz, Javier Gonzalez, Antonio Maña
A Performance-Oriented Monitoring System for Security Properties in Cloud Computing Applications. Comput. J. 55 (8) (2012)
Luis E. Anido-Rifón, Daniel Burgos, Manuel Caeiro, Javier Torrente, Manuel J. Fernández Iglesias, Javier Gonzalez, Mario Manso Vázquez, Manuel Ortega-Moral, Daniel Rodríguez, Baltasar Fernández-Manjón
Game·Tel: An approach to multi-format and multi-device accessible engineering education. FIE (2011)
Philippe Bonnet, Stefan Manegold, Matias Bjørling, Wei Cao, Javier Gonzalez, Joel A. Granados, Nancy Hall, Stratos Idreos, Milena Ivanova, Ryan Johnson, David Koop, Tim Kraska, René Müller, Dan Olteanu, Paolo Papotti, Christine Reilly, Dimitris Tsirogiannis, Cong Yu, Juliana Freire, Dennis E. Shasha
Repeatability and workability evaluation of SIGMOD 2011. SIGMOD Rec. 40 (2) (2011)
J. R. Ruiz-Sarmiento, Cipriano Galindo, Javier Gonzalez
Improving Human Face Detection through TOF Cameras for Ambient Intelligence Applications. ISAmI (2011)
Juan M. Sepúlveda, Javier Gonzalez, Miguel D. Alfaro, Mauricio Camargo
A Metrics-based Diagnosis Tool for Enhancing Innovation Capabilities in SMEs. Int. J. Comput. Commun. Control 5 (5) (2010)
Cipriano Galindo, Javier Gonzalez, Juan-Antonio Fernández-Madrigal
Interactive in-vehicle guidance through a multihierarchical representation of urban maps. Int. J. Intell. Syst. 25 (7) (2010)
José-Luis Blanco, Francisco Angel Moreno, Javier Gonzalez
A collection of outdoor robotic datasets with centimeter-accuracy ground truth. Auton. Robots 27 (4) (2009)
Francisco Angel Moreno, José-Luis Blanco, Javier Gonzalez
Stereo vision specific models for particle filter-based SLAM. Robotics Auton. Syst. 57 (9) (2009)
Achim J. Lilienthal, Matteo Reggente, Marco Trincavelli, José-Luis Blanco, Javier Gonzalez
A statistical approach to gas distribution modelling with mobile robots - The Kernel DM+V algorithm. IROS (2009)
Jose Antelo, Gregorio Ambrosio, Javier Gonzalez, Cipriano Galindo
Ship Detection and Recognitionin High-resolution Satellite Images. IGARSS (4) (2009)
Amy Loutfi, Silvia Coradeschi, Achim J. Lilienthal, Javier Gonzalez
Gas distribution mapping of multiple odour sources using a mobile robot. Robotica 27 (2) (2009)
Vicente Arévalo, Javier Gonzalez
Improving Piecewise Linear Registration of High-Resolution Satellite Images Through Mesh Optimization. IEEE Trans. Geosci. Remote. Sens. 46 (11) (2008)
José-Luis Blanco, Juan-Antonio Fernández-Madrigal, Javier Gonzalez
Toward a Unified Bayesian Approach to Hybrid Metric--Topological SLAM. IEEE Trans. Robotics 24 (2) (2008)
José-Luis Blanco, Juan-Antonio Fernández-Madrigal, Javier Gonzalez
Efficient probabilistic Range-Only SLAM. IROS (2008)
José-Luis Blanco, Javier Gonzalez, Juan-Antonio Fernández-Madrigal
Extending obstacle avoidance methods through multiple parameter-space transformations. Auton. Robots 24 (1) (2008)
Luis Hernández, Rene Gonzalez, Hichem Sahli, Javier Gonzalez, Yoani Guerra
Simple solution for visual servoing of camera-in-hand robots in the 3d Cartesian space. ICARCV (2008)
José-Luis Blanco, Javier Gonzalez, Juan-Antonio Fernández-Madrigal
An optimal filtering algorithm for non-parametric observation models in robot localization. ICRA (2008)
José-Luis Blanco, Javier Gonzalez, Juan-Antonio Fernández-Madrigal
A pure probabilistic approach to range-only SLAM. ICRA (2008)
Bruno Baruque, Emilio Corchado, Jordi Rovira, Javier Gonzalez
Application of Topology Preserving Ensembles for Sensory Assessment in the Food Industry. IDEAL (2008)
Cipriano Galindo, Juan-Antonio Fernández-Madrigal, Javier Gonzalez
Multihierarchical Interactive Task Planning: Application to Mobile Robotics. IEEE Trans. Syst. Man Cybern. Part B 38 (3) (2008)
José-Luis Blanco, Javier Gonzalez, Juan-Antonio Fernández-Madrigal
A New Method for Robust and Efficient Occupancy Grid-Map Matching. IbPRIA (2) (2007)
José-Luis Blanco, Javier Gonzalez, Juan-Antonio Fernández-Madrigal
A Consensus-based Approach for Estimating the Observation Likelihood of Accurate Range Sensors. ICRA (2007)
Anthony Mandow, Jorge L. Martínez, Jesús Morales, José-Luis Blanco, Alfonso García-Cerezo, Javier Gonzalez
Experimental kinematics for wheeled skid-steer mobile robots. IROS (2007)
Cipriano Galindo, Juan-Antonio Fernández-Madrigal, Javier Gonzalez
Towards the Automatic Learning of Reflex Modulation for Mobile Robot Navigation. IWINAC (2) (2007)
Juan-Antonio Fernández-Madrigal, Cipriano Galindo, E. Cruz-Martin, Ana Cruz-Martín, Javier Gonzalez
Automatic Regulation of the Information Flow in the Control Loops of a Web Teleoperated Robot. ICRA (2007)
Francisco Angel Moreno, José-Luis Blanco, Javier Gonzalez
An Efficient Closed-Form Solution to Probabilistic 6D Visual Odometry for a Stereo Camera. ACIVS (2007)
Francisco Angel Moreno, José-Luis Blanco, Javier Gonzalez
A Probabilistic Observation Model for Stereo Vision Systems: Application to Particle Filter-Based Mapping and Localization. IbPRIA (1) (2007)
Cipriano Galindo, Juan-Antonio Fernández-Madrigal, Javier Gonzalez, Alessandro Saffiotti, Pär Buschka
Life-Long Optimization of the Symbolic Model of Indoor Environments for a Mobile Robot. IEEE Trans. Syst. Man Cybern. Part B 37 (5) (2007)
José-Luis Blanco, Juan-Antonio Fernández-Madrigal, Javier Gonzalez
A New Approach for Large-Scale Localization and Mapping: Hybrid Metric-Topological SLAM. ICRA (2007)
Juan-Antonio Fernández-Madrigal, E. Cruz-Martin, Javier Gonzalez, Cipriano Galindo, José-Luis Blanco
Application of UWB and GPS technologies for vehicle localization in combined indoor-outdoor environments. ISSPA (2007)
José-Luis Blanco, Javier Gonzalez, Juan-Antonio Fernández-Madrigal
Consistent Observation Grouping for Generating Metric-topological Maps that improves Robot Localization. ICRA (2006)
José-Luis Blanco, Juan-Antonio Fernández-Madrigal, Javier Gonzalez
An Entropy-Based Measurement of Certainty in Rao-Blackwellized Particle Filter Mapping. IROS (2006)
Cipriano Galindo, Javier Gonzalez, Juan-Antonio Fernández-Madrigal
Control Architecture for Human-Robot Integration: Application to a Robotic Wheelchair. IEEE Trans. Syst. Man Cybern. Part B 36 (5) (2006)
Juan-Antonio Fernández-Madrigal, Javier Gonzalez, Cipriano Galindo
Abstraction and Multiple Abstraction in the Symbolic Modeling of the Environment of Mobile Robots. SARA (2005)
Cipriano Galindo, Alessandro Saffiotti, Silvia Coradeschi, Pär Buschka, Juan-Antonio Fernández-Madrigal, Javier Gonzalez
Multi-hierarchical semantic maps for mobile robotics. IROS (2005)
Juan-Antonio Fernández-Madrigal, E. Cruz-Martin, Ana Cruz-Martín, Javier Gonzalez, Cipriano Galindo
Adaptable Web interfaces for networked robots. IROS (2005)
Justus J. Randolph, Roman Bednarik, Pasi Silander, Javier Gonzalez, Niko Myller, Erkki Sutinen
A Critical Analysis of the Research Methodologies Reported in the Full Papers of the Proceedings of ICALT 2004. ICALT (2005)
Cipriano Galindo, Javier Gonzalez, Juan-Antonio Fernández-Madrigal
Interactive Task Planning through Multiple Abstraction: Application to Assistant Robotics. ECAI (2004)
Juan-Antonio Fernández-Madrigal, Javier Gonzalez
Multihierarchical Graph Search. IEEE Trans. Pattern Anal. Mach. Intell. 24 (1) (2002)
Antonio Reina, Javier Gonzalez
A two-stage mobile robot localization method by overlapping segment-based maps. Robotics Auton. Syst. 31 (4) (2000)
Emilio Remolina, Juan A. Fernandez, Benjamin Kuipers, Javier Gonzalez
Formalizing Regions in the Spatial Semantic Hierarchy: An AH-Graphs Implementation Approach. COSIT (1999)
Javier Gonzalez, Rafael Gutiérrez
Direct motion estimation from a range scan sequence. J. Field Robotics 16 (2) (1999)
Antonio J. Muñoz, Javier Gonzalez
Dimensional Landmark-Based Position Estimation from a Single Image. ICRA (1998)
Juan A. Fernandez, Javier Gonzalez
NEXUS: A Flexible, Efficient Robust Framework for Integrating Software Components of a Robotic System. ICRA (1998)
Juan A. Fernandez, Javier Gonzalez
Hierarchical Graph Search for Mobile Robot Path Planning. ICRA (1998)
Javier Gonzalez, Rafael Gutiérrez
Mobile robot motion estimation from a range scan sequence. ICRA (1997)
Javier Gonzalez
Recovering motion parameters from a 2D range image sequence. ICPR (1996)
Javier Gonzalez, Aníbal Ollero, Antonio Reina
Map Building for a Mobile Robot Equipped with a 2D Laser Rangefinder. ICRA (1994)
Javier Gonzalez, Anthony Stentz, Aníbal Ollero
An iconic position estimator for a 2D laser rangefinder. ICRA (1992)