José Luis Ambite

Orcid: 0000-0003-0087-080X

Affiliations:
  • University of Southern California, Los Angeles, USA


According to our database1, José Luis Ambite authored at least 107 papers between 1996 and 2023.

Collaborative distances:

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2023
NeuroBridge: a prototype platform for discovery of the long-tail neuroimaging data.
Frontiers Neuroinformatics, March, 2023

NeuroBridge ontology: computable provenance metadata to give the long tail of neuroimaging data a FAIR chance for secondary use.
Frontiers Neuroinformatics, March, 2023

Federated Learning over Harmonized Data Silos.
CoRR, 2023

MetisFL: An Embarrassingly Parallelized Controller for Scalable & Efficient Federated Learning Workflows.
Proceedings of the 4th International Workshop on Distributed Machine Learning, 2023

2022
Semi-Synchronous Federated Learning for Energy-Efficient Training and Accelerated Convergence in Cross-Silo Settings.
ACM Trans. Intell. Syst. Technol., 2022

Secure Federated Learning for Neuroimaging.
CoRR, 2022

Performance Weighting for Robust Federated Learning Against Corrupted Sources.
CoRR, 2022

Federated Progressive Sparsification (Purge, Merge, Tune)+.
CoRR, 2022

Federated Named Entity Recognition.
CoRR, 2022

Towards Sparsified Federated Neuroimaging Models via Weight Pruning.
Proceedings of the Distributed, Collaborative, and Federated Learning, and Affordable AI and Healthcare for Resource Diverse Global Health, 2022

Enabling Scientific Reproducibility through FAIR Data Management: An ontology-driven deep learning approach in the NeuroBridge Project.
Proceedings of the AMIA 2022, 2022

2021
BD2K Training Coordinating Center's ERuDIte: The Educational Resource Discovery Index for Data Science.
IEEE Trans. Emerg. Top. Comput., 2021

W-TSS: A Wavelet-Based Algorithm for Discovering Time Series Shapelets.
Sensors, 2021

Secure Neuroimaging Analysis using Federated Learning with Homomorphic Encryption.
CoRR, 2021

Semi-Synchronous Federated Learning.
CoRR, 2021

EPS: automated feature selection in case-control studies using extreme pseudo-sampling.
Bioinform., 2021

Membership Inference Attacks on Deep Regression Models for Neuroimaging.
Proceedings of the Medical Imaging with Deep Learning, 7-9 July 2021, Lübeck, Germany., 2021

Scaling Neuroscience Research Using Federated Learning.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

2020
Accelerating Federated Learning in Heterogeneous Data and Computational Environments.
CoRR, 2020

Building Autocorrelation-Aware Representations for Fine-Scale Spatiotemporal Prediction.
Proceedings of the 20th IEEE International Conference on Data Mining, 2020

2019
Advancing the international data science workforce through shared training and education.
F1000Research, 2019

Biomedical Named Entity Recognition via Reference-Set Augmented Bootstrapping.
CoRR, 2019

Finding Prerequisite Relations using the Wikipedia Clickstream.
Proceedings of the Companion of The 2019 World Wide Web Conference, 2019

NSEEN: Neural Semantic Embedding for Entity Normalization.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

Building Explainable Predictive Analytics for Location-Dependent Time-Series Data.
Proceedings of the 2019 IEEE First International Conference on Cognitive Machine Intelligence (CogMI), 2019

Linking Educational Resources on Data Science.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
NSEEN: Neural Semantic Embedding for Entity Normalization.
CoRR, 2018

Extending Apache Spark with a Mediation Layer.
Proceedings of the International Workshop on Semantic Big Data, 2018

Democratizing data science through data science training.
Proceedings of the Biocomputing 2018: Proceedings of the Pacific Symposium, 2018

Exploiting spatiotemporal patterns for accurate air quality forecasting using deep learning.
Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2018

2017
BD2K ERuDIte: the Educational Resource Discovery Index for Data Science.
Proceedings of the 26th International Conference on World Wide Web Companion, 2017

A Scalable Data Integration and Analysis Architecture for Sensor Data of Pediatric Asthma.
Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

Mining Public Datasets for Modeling Intra-City PM2.5 Concentrations at a Fine Spatial Resolution.
Proceedings of the 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2017

The BD2K Training Coordinating Center's Data Science Education Platform.
Proceedings of the AMIA 2017, 2017

2016
Learning the semantics of structured data sources.
J. Web Semant., 2016

Northwestern University schizophrenia data sharing for SchizConnect: A longitudinal dataset for large-scale integration.
NeuroImage, 2016

SchizConnect: Mediating neuroimaging databases on schizophrenia and related disorders for large-scale integration.
NeuroImage, 2016

Leveraging Linked Data to Discover Semantic Relations Within Data Sources.
Proceedings of the Semantic Web - ISWC 2016, 2016

Abstract Meaning Representations as Linked Data.
Proceedings of the Semantic Web - ISWC 2016, 2016

Pediatric Research Using Integrated Sensor Monitoring Systems (PRISMS): Applying Sensor Technology and Informatics to Better Understand Asthma.
Proceedings of the AMIA 2016, 2016

2015
Leveraging Linked Data to Infer Semantic Relations within Structured Sources.
Proceedings of the 6th International Workshop on Consuming Linked Data (COLD 2015) co-located with 14th International Semantic Web Conference (ISWC 2015), 2015

Terminology Development Towards Harmonizing Multiple Clinical Neuroimaging Research Repositories.
Proceedings of the Data Integration in the Life Sciences - 11th International Conference, 2015

GEM: The GAAIN Entity Mapper.
Proceedings of the Data Integration in the Life Sciences - 11th International Conference, 2015

SchizConnect: Virtual Data Integration in Neuroimaging.
Proceedings of the Data Integration in the Life Sciences - 11th International Conference, 2015

2014
Optimizing the Chase: Scalable Data Integration under Constraints.
Proc. VLDB Endow., 2014

A Scalable Approach to Learn Semantic Models of Structured Sources.
Proceedings of the 2014 IEEE International Conference on Semantic Computing, 2014

Aligning Ontologies of Linked Data.
Proceedings of the Linked Data Management., 2014

2013
Scalable containment for unions of conjunctive queries under constraints.
Proceedings of the Fifth Workshop on Semantic Web Information Management, 2013

A Graph-Based Approach to Learn Semantic Descriptions of Data Sources.
Proceedings of the Semantic Web - ISWC 2013, 2013

Discovering Alignments in Ontologies of Linked Data.
Proceedings of the IJCAI 2013, 2013

2012
Rapidly Integrating Services into the Linked Data Cloud.
Proceedings of the Semantic Web - ISWC 2012, 2012

Discovering Concept Coverings in Ontologies of Linked Data Sources.
Proceedings of the Semantic Web - ISWC 2012, 2012

Finding Concept Coverings in Aligning Ontologies of Linked Data.
Proceedings of the First International Workshop on Knowledge Discovery and Data Mining Meets Linked Open Data, 2012

Semi-automatically Mapping Structured Sources into the Semantic Web.
Proceedings of the Semantic Web: Research and Applications, 2012

Towards scalable data integration under constraints.
Proceedings of the 2012 Joint EDBT/ICDT Workshops, Berlin, Germany, March 30, 2012, 2012

Exploring Label Dependency in Active Learning for Phenotype Mapping.
Proceedings of the 2012 Workshop on Biomedical Natural Language Processing, 2012

2011
Enabling collaborative research using the Biomedical Informatics Research Network (BIRN).
J. Am. Medical Informatics Assoc., 2011

Scalable query rewriting: a graph-based approach.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2011

Interactively Mapping Data Sources into the Semantic Web.
Proceedings of the First International Workshop on Linked Science 2011, 2011

Learning Phenotype Mapping for Integrating Large Genetic Data.
Proceedings of the 2011 Workshop on Biomedical Natural Language Processing, 2011

2010
Neuroscience data integration through mediation: An (F)BIRN case study.
Frontiers Neuroinformatics, 2010

Linking and Building Ontologies of Linked Data.
Proceedings of the Semantic Web - ISWC 2010 - 9th International Semantic Web Conference, 2010

Linking the Deep Web to the Linked DataWeb.
Proceedings of the Linked Data Meets Artificial Intelligence, 2010

2009
Automatically Constructing Semantic Web Services from Online Sources.
Proceedings of the Semantic Web - ISWC 2009, 8th International Semantic Web Conference, 2009

Interactive Data Integration through Smart Copy & Paste.
Proceedings of the Fourth Biennial Conference on Innovative Data Systems Research, 2009

2008
Beyond the Elves: Making Intelligent Agents Intelligent.
AI Mag., 2008

Exploiting Data Semantics to Discover, Extract, and Model Web Sources.
Proceedings of the Workshops Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

2007
Automatically Composing Data Workflows with Relational Descriptions and Shim Services.
Proceedings of the Semantic Web, 2007

EntityBases: Compiling, Organizing and Querying Massive Entity Repositories.
Proceedings of the 2007 International Conference on Artificial Intelligence, 2007

Quality-driven geospatial data integration.
Proceedings of the 15th ACM International Symposium on Geographic Information Systems, 2007

Argos: a framework for automatically generating data processing workflows.
Proceedings of the 8th Annual International Conference on Digital Government Research, 2007

Automatic generation of data processing workflows for transportation modeling.
Proceedings of the 8th Annual International Conference on Digital Government Research, 2007

ARGOS: dynamic composition of web services for goods movement analysis and planning (project highlights 2007).
Proceedings of the 8th Annual International Conference on Digital Government Research, 2007

2006
Data processing workflows in the social sciences: representation and automatic generation.
Proceedings of the 7th Annual International Conference on Digital Government Research, 2006

Argos: dynamic composition of web services for goods movement analysis and planning.
Proceedings of the 7th Annual International Conference on Digital Government Research, 2006

Design and Implementation of the CALO Query Manager.
Proceedings of the Proceedings, 2006

2005
Composing, optimizing, and executing plans for bioinformatics web services.
VLDB J., 2005

Conditional Constraint Networks for Interleaved Planning and Information Gathering.
IEEE Intell. Syst., 2005

TRIPLE - an RDF Rule Language with Context and Use Cases.
Proceedings of the W3C Workshop on Rule Languages for Interoperability, 2005

Integration of Heterogeneous Knowledge Sources in the CALO Query Manager.
Proceedings of the On the Move to Meaningful Internet Systems 2005: OTM 2005 Workshops, 2005

Automatic composition of aggregation workflows for transportation modeling.
Proceedings of the 2005 National Conference on Digital Government Research, 2005

Argos: dynamic composition of web services for goods movement analysis and planning.
Proceedings of the 2005 National Conference on Digital Government Research, 2005

2004
Retrieving and Semantically Integrating Heterogeneous Data from the Web.
IEEE Intell. Syst., 2004

Argos: Dynamic Composition of Web Services for Goods Movement Analysis and Planning.
Proceedings of the 2004 Annual National Conference on Digital Government Research, 2004

Argos: An Ontology and Web Service Composition Infrastructure for Goods Movement Analysis.
Proceedings of the 2004 Annual National Conference on Digital Government Research, 2004

2003
Proteus: A System for Dynamically Composing and Intelligently Executing Web Services.
Proceedings of the International Conference on Web Services, ICWS '03, June 23, 2003

2002
Data Integration and Access - The Digital Government Research Center's Energy Data Collection (EDC) Project.
Proceedings of the Advances in Digital Government - Technology, Human Factors, and Policy, 2002

DGRC AskCal: Natural Language Question Answering for Energy Time Series.
Proceedings of the 2002 Annual National Conference on Digital Government Research, 2002

Integrating heterogeneous data sources for better freight flow analysis and planning.
Proceedings of the 2002 Annual National Conference on Digital Government Research, 2002

A Portal for Access to Complex Distributed Information about Energy.
Proceedings of the 2002 Annual National Conference on Digital Government Research, 2002

Getting from Here to There: Interactive Planning and Agent Execution for Optimizing Travel.
Proceedings of the Eighteenth National Conference on Artificial Intelligence and Fourteenth Conference on Innovative Applications of Artificial Intelligence, July 28, 2002

2001
Compiling Source Descriptions for Efficient and Flexible Information Integration.
J. Intell. Inf. Syst., 2001

Planning by Rewriting.
J. Artif. Intell. Res., 2001

The Ariadne Approach to Web-Based Information Integration.
Int. J. Cooperative Inf. Syst., 2001

Simplifying Data Access: The Energy Data Collection Project.
Computer, 2001

Mixed-initiative, multi-source information assistants.
Proceedings of the Tenth International World Wide Web Conference, 2001

The WorlInfo Assistant: Spatio-Temporal Information Integration on the Web.
Proceedings of the VLDB 2001, 2001

Efficiently Querying Moving Objects with Pre-defined Paths in a Distrituted Environment.
Proceedings of the ACM-GIS 2001, 2001

2000
Flexible and scalable cost-based query planning in mediators: A transformational approach.
Artif. Intell., 2000

Simplifying data access: the energy data collection (EDC) project.
Proceedings of the 2000 National Conference on Digital Government Research, 2000

Learning Plan Rewriting Rules.
Proceedings of the Fifth International Conference on Artificial Intelligence Planning Systems, 2000

1998
ARIADNE: A System for Constructing Mediators for Internet Sources.
Proceedings of the SIGMOD 1998, 1998

Flexible and Scalable Query Planning in Distributed and Heterogeneous Environments.
Proceedings of the Fourth International Conference on Artificial Intelligence Planning Systems, 1998

Modeling Web Sources for Information Integration.
Proceedings of the Fifteenth National Conference on Artificial Intelligence and Tenth Innovative Applications of Artificial Intelligence Conference, 1998

1997
New Directions: Agents for Information Gathering.
IEEE Expert, 1997

Planning by Rewriting: Efficiently Generating High-Quality Plans.
Proceedings of the Fourteenth National Conference on Artificial Intelligence and Ninth Innovative Applications of Artificial Intelligence Conference, 1997

1996
Efficient Planning by Graph Rewriting.
Proceedings of the Thirteenth National Conference on Artificial Intelligence and Eighth Innovative Applications of Artificial Intelligence Conference, 1996


  Loading...