IDEAL 2022

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IDEAL2021 Programme

Best Paper Awards are awarded to:

(Paper #44) Time-series in Hyper-parameter Initialization of Machine Learning Techniques, 

by Tomas Horvath, Rafael G. Mantovani and André C. P. L. F. de Carvalho


(Paper #45)
Prediction of Maintenance Equipment Failures Using Automated Machine Learning, 

by Luís Ferreira, André Pilastri, Vítor Sousa, Filipe Romano and Paulo Cortez


(Paper #84)
Chimera: A Hybrid Machine Learning-Driven Multi-Objective Design Space Exploration Tool for FPGA High-Level Synthesis, 

by Mang Yu, Sitao Huang and Deming Chen

 

Outline

Thursday 25th November (Zoom: TBA)

 

09:00-09:10 Opening

09:10-10:10 Keynote (Joaquin Vanschoren)

10:10-10:55 T1: Explainable AI (XAI) (#50, #58, #74)

10:55-11:10 Coffee/Tea Break

11:10-13:10 T2: Text Mining and NLP (#7, #9, #16, #19, #21, #23, #28, #46)

12:10-14:00 Lunch Break

14:00-15.45 T3: Classification and Event Detection (#14, #22, #39, #66, #67, #68, #70)

15:45-16:00 Coffee/Tea Break

16:00-16:45 T4 - Special Session on Clustering for Interpretable Machine Learning (#3, #34, #47)

16:45-17:45 T5 - Special Session on Machine Learning towards Smarter Multimodal Systems (#13*, #31, #52, #79)    

     

Friday 26th November (Zoom: TBA)

 

09:00-11:00 F1: KDD & Text Mining (#12, #26, #49, #53, #54, #60, #62, #65)

11:00-11:15 Coffee/Tea Break

11:15-12:45 F2: Time Series and Temporal Processing (#27, #42, #44, #77, #80)

12:45-14:00 Lunch Break

14:00-15:00 Keynote (Deming Chen)

15:00-16.00 F3: Optimisation and Evolutionary Methods (#56, #33, #83, #84)

16:00-16:15 Coffee/Tea Break

16:15-18:00 F4: ML for Industrial & Real-World Applications (#2, #41, #45, #63, #71, #73, #76)

     

Saturday 27th November (Zoom: TBA)

 

09:00-10:00 Keynote (Francisco Herrera)

10:00-10:45 S1: ML Applications Medical and Healthcare (#35, #59, #64)

10:45-11:00 Coffee/Tea Break

11:00-12:15 S2: General ML Methodologies (#4*, #6, #10, #15, #81)

12:15-13:15 S3 - Special Session on Computational Intelligence for Computer Vision and Image Processing (#8, #55, #20, #43)

13:15-13:30 Awards & Closing


*Note: paper #13 and paper #4 will be swapped. 

Detailed Programme

Click here to download.

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