Amadou Ba

According to our database, Amadou Ba authored at least 16 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Leveraging Interpretability in the Transformer to Automate the Proactive Scaling of Cloud Resources.

Amadou Ba, Pavithra Harsha, Chitra Subramanian

CoRR, 2024

2023

Automated Configuration of Heterogeneous Graph Neural Networks With a Semantic Math Parser for IoT Systems.

Amadou Ba, Karol Lynch, Joern Ploennigs, Ben Schaper, Christopher Lohse, Fabio Lorenzi

IEEE Internet Things J., January, 2023

Causal Temporal Graph Convolutional Neural Networks (CTGCN).

Abigail Langbridge, Fearghal O'Donncha, Amadou Ba, Fabio Lorenzi, Christopher Lohse, Joern Ploennigs

CoRR, 2023

Two-sample KS test with approxQuantile in Apache Spark®.

Bradley Eck, Duygu Kabakci-Zorlu, Amadou Ba

Proceedings of the IEEE International Conference on Big Data, 2023

Efficient Extraction of Insights at the Edges of Distributed Systems.

Amadou Ba, Fearghal O'Donncha, Joern Ploennigs, Muneeza Azmat

Proceedings of the IEEE International Conference on Big Data, 2023

2022

Monitoring of IoT Systems at the Edges with Transformer-based Graph Convolutional Neural Networks.

Amadou Ba, Fabio Lorenzi, Joern Ploennigs

Proceedings of the IEEE International Conference on Edge Computing and Communications, 2022

2020

Supervision Strategy of a Hybrid System PV with Storage for Injection to the Electrical Network.

Amadou Ba, Alphousseyni Ndiaye, Senghane Mbodji

Proceedings of the Innovations and Interdisciplinary Solutions for Underserved Areas, 2020

2018

Materializing the Promises of Cognitive IoT: How Cognitive Buildings Are Shaping the Way.

Joern Ploennigs, Amadou Ba, Michael Barry

IEEE Internet Things J., 2018

Forecasting Gas Usage for Big Buildings Using Generalized Additive Models and Deep Learning.

Nilavra Pathak, Amadou Ba, Joern Ploennigs, Nirmalya Roy

Proceedings of the 2018 IEEE International Conference on Smart Computing, 2018

2017

Extending Brick for automated comfort diagnosis.

Joern Ploennigs, Amadou Ba, Paulito Palmes

Autom., 2017

2013

Time-variant regularization in affine projection algorithms.

Amadou Ba, Sean McKenna

Proceedings of the 51st Annual Allerton Conference on Communication, 2013

2012

Adaptive Learning of Smoothing Functions: Application to Electricity Load Forecasting.

Amadou Ba, Mathieu Sinn, Yannig Goude, Pascal Pompey

Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

Fault diagnosis of water distribution networks based on state-estimation and hypothesis testing.

Francesco Fusco, Amadou Ba

Proceedings of the 50th Annual Allerton Conference on Communication, 2012

2009

Adaptive filter based on Lyapunov stability theory: Application to on-line bit-rock interaction surveillance.

Amadou Ba, Slim Hbaieb, Nazih Mechbal, Michel Vergé

Proceedings of the 2nd IFAC International Conference on Intelligent Control Systems and Signal Processing, 2009

Particle filters for linear regression and fault diagnosis: An Approach for on-line oilfield drilling processes monitoring.

Amadou Ba, Rafel Pons, Slim Hbaieb, Nazih Mechbal, Michel Vergé

Proceedings of the 48th IEEE Conference on Decision and Control, 2009

Stochastic adaptive learning rate in an identification method: An approach for on-line drilling processes monitoring.

Amadou Ba, Slim Hbaieb, Nazih Mechbal, Michel Vergé

Proceedings of the American Control Conference, 2009