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Amadou Ba
ORCID
Publication Activity (10 Years)
Years Active: 2009-2023
Publications (10 Years): 9
Top Topics
Temporal Dimension
Neural Network
Automatic Diagnosis
Generalized Additive Models
Top Venues
BigData
IEEE Internet Things J.
CoRR
InterSol
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Publications
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Abigail Langbridge
,
Fearghal O'Donncha
,
Amadou Ba
,
Fabio Lorenzi
,
Christopher Lohse
,
Joern Ploennigs
Causal Temporal Graph Convolutional Neural Networks (CTGCN).
CoRR
(2023)
Amadou Ba
,
Karol Lynch
,
Joern Ploennigs
,
Ben Schaper
,
Christopher Lohse
,
Fabio Lorenzi
Automated Configuration of Heterogeneous Graph Neural Networks With a Semantic Math Parser for IoT Systems.
IEEE Internet Things J.
10 (2) (2023)
Amadou Ba
,
Fearghal O'Donncha
,
Joern Ploennigs
,
Muneeza Azmat
Efficient Extraction of Insights at the Edges of Distributed Systems.
BigData
(2023)
Bradley Eck
,
Duygu Kabakci-Zorlu
,
Amadou Ba
Two-sample KS test with approxQuantile in Apache Spark®.
BigData
(2023)
Amadou Ba
,
Fabio Lorenzi
,
Joern Ploennigs
Monitoring of IoT Systems at the Edges with Transformer-based Graph Convolutional Neural Networks.
EDGE
(2022)
Amadou Ba
,
Alphousseyni Ndiaye
,
Senghane Mbodji
Supervision Strategy of a Hybrid System PV with Storage for Injection to the Electrical Network.
InterSol
(2020)
Joern Ploennigs
,
Amadou Ba
,
Michael Barry
Materializing the Promises of Cognitive IoT: How Cognitive Buildings Are Shaping the Way.
IEEE Internet Things J.
5 (4) (2018)
Nilavra Pathak
,
Amadou Ba
,
Joern Ploennigs
,
Nirmalya Roy
Forecasting Gas Usage for Big Buildings Using Generalized Additive Models and Deep Learning.
SMARTCOMP
(2018)
Joern Ploennigs
,
Amadou Ba
,
Paulito Palmes
Extending Brick for automated comfort diagnosis.
Autom.
65 (9) (2017)
Amadou Ba
,
Sean McKenna
Time-variant regularization in affine projection algorithms.
Allerton
(2013)
Francesco Fusco
,
Amadou Ba
Fault diagnosis of water distribution networks based on state-estimation and hypothesis testing.
Allerton Conference
(2012)
Amadou Ba
,
Mathieu Sinn
,
Yannig Goude
,
Pascal Pompey
Adaptive Learning of Smoothing Functions: Application to Electricity Load Forecasting.
NIPS
(2012)
Amadou Ba
,
Slim Hbaieb
,
Nazih Mechbal
,
Michel Vergé
Stochastic adaptive learning rate in an identification method: An approach for on-line drilling processes monitoring.
ACC
(2009)
Amadou Ba
,
Rafel Pons
,
Slim Hbaieb
,
Nazih Mechbal
,
Michel Vergé
Particle filters for linear regression and fault diagnosis: An Approach for on-line oilfield drilling processes monitoring.
CDC
(2009)
Amadou Ba
,
Slim Hbaieb
,
Nazih Mechbal
,
Michel Vergé
Adaptive filter based on Lyapunov stability theory: Application to on-line bit-rock interaction surveillance.
ICONS
(2009)