Daby M. Sow

According to our database1, Daby M. Sow authored at least 42 papers between 1997 and 2020.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.



In proceedings 
PhD thesis 


On csauthors.net:


ODVICE: An Ontology-Driven Visual Analytic Tool for Interactive Cohort Extraction.
CoRR, 2020

Is Deep Reinforcement Learning Ready for Practical Applications in Healthcare? A Sensitivity Analysis of Duel-DDQN for Sepsis Treatment.
CoRR, 2020

G-Net: A Deep Learning Approach to G-computation for Counterfactual Outcome Prediction Under Dynamic Treatment Regimes.
CoRR, 2020

Explicit-Blurred Memory Network for Analyzing Patient Electronic Health Records.
CoRR, 2019

PerDREP: Personalized Drug Effectiveness Prediction from Longitudinal Observational Data.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

eXITs: An Ensemble Approach for Imputing Missing EHR Data.
Proceedings of the 2019 IEEE International Conference on Healthcare Informatics, 2019

Predicting and Understanding Unexpected Respiratory Decompensation in Critical Care Using Sparse and Heterogeneous Clinical Data.
Proceedings of the IEEE International Conference on Healthcare Informatics, 2018

Estimating Causal Multi-Drug-Drug Interaction for Adverse Drug Reactions.
Proceedings of the AMIA 2018, 2018

State-Driven Dynamic Sensor Selection and Prediction with State-Stacked Sparseness.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Planning-Based Reasoning for Automated Large-Scale Data Analysis.
Proceedings of the Twenty-Fifth International Conference on Automated Planning and Scheduling, 2015

Towards Cognitive Automation of Data Science.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

Online Transfer Learning for Differential Diagnosis Determination.
Proceedings of the World Wide Web and Public Health Intelligence, 2015

Mining of Sensor Data in Healthcare: A Survey.
Proceedings of the Healthcare Data Analytics., 2015

A fast online learning algorithm for distributed mining of BigData.
SIGMETRICS Perform. Evaluation Rev., 2014

Large Scale Discriminative Metric Learning.
Proceedings of the 2014 IEEE International Parallel & Distributed Processing Symposium Workshops, 2014

Real-time Multidimensional Temporal Analysis of Complex High Volume Physiological Data Streams in the Neonatal Intensive Care Unit.
Proceedings of the MEDINFO 2013, 2013

Big Data Exploration Via Automated Orchestration of Analytic Workflows.
Proceedings of the 10th International Conference on Autonomic Computing, 2013

Mining of Sensor Data in Healthcare: A Survey.
Proceedings of the Managing and Mining Sensor Data, 2013

Real-time analysis for short-term prognosis in intensive care.
IBM J. Res. Dev., 2012

Visual Debugging for Stream Processing Applications.
Proceedings of the Runtime Verification - First International Conference, 2010

Body sensor data processing using stream computing.
Proceedings of the 11th ACM SIGMM International Conference on Multimedia Information Retrieval, 2010

On the integration of an artifact system and a real-time healthcare analytics system.
Proceedings of the ACM International Health Informatics Symposium, 2010

Localized Supervised Metric Learning on Temporal Physiological Data.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

A System for Mining Temporal Physiological Data Streams for Advanced Prognostic Decision Support.
Proceedings of the ICDM 2010, 2010

Pervasive Mob. Comput., 2009

Data scaling in remote health monitoring systems.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2008), 2008

Advances and Challenges for Scalable Provenance in Stream Processing Systems.
Proceedings of the Provenance and Annotation of Data and Processes, 2008

Adaptative Signal Sampling and Sample Quantization for Resource-Constrained Stream Processing.
Proceedings of the First International Conference on Biomedical Electronics and Devices, 2008

Century: Automated Aspects of Patient Care.
Proceedings of the 13th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications (RTCSA 2007), 2007

A time-and-value centric provenance model and architecture for medical event streams.
Proceedings of the 1st ACM SIGMOBILE International Workshop on Systems and Networking Support for Healthcare and Assisted Living Environments, 2007

Persisting and querying biometric event streams with hybrid relational-XML DBMS.
Proceedings of the 2007 Inaugural International Conference on Distributed Event-Based Systems, 2007

PASTA: Deriving Rich Presence for Converged Telecommunications Network Applications.
Proceedings of the Second International Conference on COMmunication System softWAre and MiddlewaRE (COMSWARE 2007), 2007

Uncovering the to-dos hidden in your in-box.
IBM Syst. J., 2006

Supporting Mobile Business Workflow with Commune.
Proceedings of the Seventh IEEE Workshop on Mobile Computing Systems & Applications, 2006

Sentire: A Framework for Building Middleware for Sensor and Actuator Networks.
Proceedings of the 3rd IEEE Conference on Pervasive Computing and Communications Workshops (PerCom 2005 Workshops), 2005

SCOUT Contextually Organizes User Tasks.
Proceedings of the 2005 IEEE International Conference on e-Business Engineering (ICEBE 2005), 2005

Complexity distortion theory.
IEEE Trans. Inf. Theory, 2003

Prefetching Based on Web Usage Mining.
Proceedings of the Middleware 2003, 2003

Context Tailor: Towards a Programming Model for Context-Aware Computing.
Proceedings of the International Middleware Conference, 2003

The design and applications of a context service.
ACM SIGMOBILE Mob. Comput. Commun. Rev., 2002

Enabling location-based applications.
Proceedings of the 1st International Workshop on Mobile Commerce, 2001

Algorithmic Representation of Visual Information.
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997