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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.