Daby M. Sow

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 6

Top Topics

Mahalanobis Metric

Differential Diagnosis

Completely Unsupervised

Top Venues

SIGMETRICS Perform. Evaluation Rev.

AAAI Workshop: WWW and Public Health Intelligence

Publications

Xi Yang, Rohan R. Arora, Saurabh Jha, Chandra Narayanaswami, Cheuk Lam, Jerrold Leichter, Yu Deng, Daby M. Sow
Optimizing IT FinOps and Sustainability through Unsupervised Workload Characterization. AAAI (2024)
Rui Li, Stephanie Hu, Mingyu Lu, Yuria Utsumi, Prithwish Chakraborty, Daby M. Sow, Piyush Madan, Jun Li, Mohamed F. Ghalwash, Zach Shahn, Li-Wei H. Lehman
G-Net: a Recurrent Network Approach to G-Computation for Counterfactual Prediction Under a Dynamic Treatment Regime. ML4H@NeurIPS (2021)
Alain Biem, Maria Butrico, Mark Feblowitz, Tim Klinger, Yuri Malitsky, Kenney Ng, Adam Perer, Chandra Reddy, Anton Riabov, Horst Samulowitz, Daby M. Sow, Gerald Tesauro, Deepak S. Turaga
Towards Cognitive Automation of Data Science. AAAI (2015)
Guo-Jun Qi, Charu C. Aggarwal, Deepak S. Turaga, Daby M. Sow, Phil Anno
State-Driven Dynamic Sensor Selection and Prediction with State-Stacked Sparseness. KDD (2015)
Anton V. Riabov, Shirin Sohrabi, Daby M. Sow, Deepak S. Turaga, Octavian Udrea, Long H. Vu
Planning-Based Reasoning for Automated Large-Scale Data Analysis. ICAPS (2015)
Jie Xu, Daby M. Sow, Deepak S. Turaga, Mihaela van der Schaar
Online Transfer Learning for Differential Diagnosis Determination. AAAI Workshop: WWW and Public Health Intelligence (2015)
Peter D. Kirchner, Matthias Böhm, Berthold Reinwald, Daby M. Sow, J. Michael Schmidt, Deepak S. Turaga, Alain Biem
Large Scale Discriminative Metric Learning. IPDPS Workshops (2014)
Yu Zhang, Daby M. Sow, Deepak S. Turaga, Mihaela van der Schaar
A fast online learning algorithm for distributed mining of BigData. SIGMETRICS Perform. Evaluation Rev. 41 (4) (2014)
Alina Beygelzimer, Anton Riabov, Daby M. Sow, Deepak S. Turaga, Octavian Udrea
Big Data Exploration Via Automated Orchestration of Analytic Workflows. ICAC (2013)
Carolyn McGregor, Andrew James, Mike Eklund, Daby M. Sow, Maria Ebling, Marion Blount
Real-time Multidimensional Temporal Analysis of Complex High Volume Physiological Data Streams in the Neonatal Intensive Care Unit. MedInfo (2013)
Daby M. Sow, Jimeng Sun, Alain Biem, Jianying Hu, Marion Blount, Shahram Ebadollahi
Real-time analysis for short-term prognosis in intensive care. IBM J. Res. Dev. 56 (5) (2012)
Jimeng Sun, Daby M. Sow, Jianying Hu, Shahram Ebadollahi
Localized Supervised Metric Learning on Temporal Physiological Data. ICPR (2010)
Wim De Pauw, Mihai Letia, Bugra Gedik, Henrique Andrade, Andy Frenkiel, Michael Pfeifer, Daby M. Sow
Visual Debugging for Stream Processing Applications. RV (2010)
Jimeng Sun, Daby M. Sow, Jianying Hu, Shahram Ebadollahi
A System for Mining Temporal Physiological Data Streams for Advanced Prognostic Decision Support. ICDM (2010)
Marion Blount, Carolyn McGregor, Andrew James, Daby M. Sow, Rishikesan Kamaleswaran, Sascha Tuuha, Jennifer Percival, Nathan Percival
On the integration of an artifact system and a real-time healthcare analytics system. IHI (2010)
Daby M. Sow, Alain Biem, Marion Blount, Maria Ebling, Olivier Verscheure
Body sensor data processing using stream computing. Multimedia Information Retrieval (2010)
Mounir Mokhtari, Daby M. Sow
Preface. Pervasive Mob. Comput. 5 (3) (2009)
Deepak S. Turaga, Olivier Verscheure, Daby M. Sow, Lisa Amini
Adaptative Signal Sampling and Sample Quantization for Resource-Constrained Stream Processing. BIOSIGNALS (2) (2008)
Ya-Ti Peng, Daby M. Sow
Data scaling in remote health monitoring systems. ISCAS (2008)
Archan Misra, Marion Blount, Anastasios Kementsietsidis, Daby M. Sow, Min Wang
Advances and Challenges for Scalable Provenance in Stream Processing Systems. IPAW (2008)
Daby M. Sow, Lipyeow Lim, Min Wang, Kyu Hyun Kim
Persisting and querying biometric event streams with hybrid relational-XML DBMS. DEBS (2007)
Eran Belinsky, Natalia Marmasse, Eyal Sonsino, Vladimir Soroka, Maria Ebling, William F. Jerome, Archan Misra, Daby M. Sow, Sune Jakobsson
PASTA: Deriving Rich Presence for Converged Telecommunications Network Applications. COMSWARE (2007)
Marion Blount, John S. Davis II, Maria Ebling, Ji Hyun Kim, Kyu Hyun Kim, KangYoon Lee, Archan Misra, SeHun Park, Daby M. Sow, Young Ju Tak, Min Wang, Karen Witting
Century: Automated Aspects of Patient Care. RTCSA (2007)
Min Wang, Marion Blount, John Davis, Archan Misra, Daby M. Sow
A time-and-value centric provenance model and architecture for medical event streams. HealthNet (2007)
Daby M. Sow, John S. Davis II, Maria Ebling, Archan Misra, Lawrence D. Bergman
Uncovering the to-dos hidden in your in-box. IBM Syst. J. 45 (4) (2006)
John Davis, Daby M. Sow, Daniela Bourges-Waldegg, Changjie Guo, Christian Hoertnagl, Markus Stolze, Brian White Eagle, Ying Yin
Supporting Mobile Business Workflow with Commune. WMCSA (2006)
John Davis, Daby M. Sow, Daniela Bourges-Waldegg, Changjie Guo, Christian Hoertnagl, Markus Stolze, Brian White Eagle, Ying Yin
Supporting Mobile Business Workflow with Commune. WMCSA (2006)
Daby M. Sow, Maria Ebling, Rene-Pierre Lehmann, John S. Davis II, Lawrence D. Bergman
SCOUT Contextually Organizes User Tasks. ICEBE (2005)
Joel W. Branch, John S. Davis II, Daby M. Sow, Chatschik Bisdikian
Sentire: A Framework for Building Middleware for Sensor and Actuator Networks. PerCom Workshops (2005)
John S. Davis II, Daby M. Sow, Marion Blount, Maria Ebling
Context Tailor: Towards a Programming Model for Context-Aware Computing. Middleware Workshops (2003)
Daby M. Sow, Alexandros Eleftheriadis
Complexity distortion theory. IEEE Trans. Inf. Theory 49 (3) (2003)
Daby M. Sow, David P. Olshefski, Mandis Beigi, Guruduth Banavar
Prefetching Based on Web Usage Mining. Middleware (2003)
Hui Lei, Daby M. Sow, John S. Davis II, Guruduth Banavar, Maria Ebling
The design and applications of a context service. ACM SIGMOBILE Mob. Comput. Commun. Rev. 6 (4) (2002)
Chatschik Bisdikian, Jim Christensen, John S. Davis II, Maria Ebling, Guerney D. H. Hunt, William F. Jerome, Hui Lei, Stéphane H. Maes, Daby M. Sow
Enabling location-based applications. Workshop Mobile Commerce (2001)
Daby M. Sow, Alexandros Eleftheriadis
Algorithmic Representation of Visual Information. ICIP (2) (1997)