| 2025 | | International Conference on Machine Learning and Applications, ICMLA 2025, Boca Raton, FL, USA, December 3-5, 2025 | Boca Raton | |
| 2024 | 23 | 23rd International Conference on Machine Learning and Applications ICMLA 2024 | Miami | 2024-12-18/20 |
| 2023 | 22 | 22nd International Conference on Machine Learning and Applications ICMLA 2023 | Jacksonville | 2023-12-15/17 |
| 2022 | 21 | 21st IEEE International Conference on Machine Learning and Applications ICMLA 2022 | Nassau | 2022-12-12/14 |
| 2021 | 20 | 20th IEEE International Conference on Machine Learning and Applications, ICMLA 2021, Pasadena, CA, USA, December 13-16, 2021 | Pasadena | |
| 2020 | 19 | 19th IEEE International Conference on Machine Learning and Applications ICMLA 2020 | Miami | 2020-12-14/17 |
| 2019 | 18 | 18th IEEE International Conference on Machine Learning and Applications ICMLA 2019 | Boca Raton | 2019-12-16/19 |
| 2018 | 17 | 17th IEEE International Conference on Machine Learning and Applications, ICMLA 2018, Orlando, FL, USA, December 17-20, 2018 ICMLA 2018, ICMLA | Orlando | 2018-12-17/20 |
| 2017 | 16 | 16th IEEE International Conference on Machine Learning and Applications ICMLA 2017, ICMLA | Cancun | 2017-12-18/21 |
| 2016 | 15 | 15th IEEE International Conference on Machine Learning and Applications ICMLA 2016, ICMLA | Orange | 2016-12-18/20 |
| 2015 | 14 | 14th IEEE International Conference on Machine Learning and Applications ICMLA 2015, ICMLA | Miami | 2015-12-09/11 |
| 2014 | 13 | 13th International Conference on Machine Learning and Applications ICMLA 2014, ICMLA | Detroit | 2014-12-03/05 |
| 2013 | 12 | 12th International Conference on Machine Learning and Applications ICMLA 2013, ICMLA | Miami Beach | 2013-12-04/07 |
| 2012 | 11 | 11th International Conference on Machine Learning and Applications ICMLA 2012, ICMLA | Boca Raton | 2012-12-12/15 |
| 2011 | 10 | 10th International Conference on Machine Learning and Applications ICMLA 2011, ICMLA | Honolulu | 2011-12-18/21 |
| 2010 | 9 | Ninth International Conference on Machine Learning and Applications ICMLA 2010, ICMLA | Bethesda | 2010-12-12/14 |
| 2009 | 8 | Eighth International Conference on Machine Learning and Applications ICMLA 2009, ICMLA | Miami Beach | 2009-12-13/15 |
| 2008 | 7 | Seventh International Conference on Machine Learning and Applications ICMLA 2008, ICMLA | San Diego | 2008-12-11/13 |
| 2007 | 6 | Sixth International Conference on Machine Learning and Applications ICMLA 2007, ICMLA | Cincinnati | 2007-12-13/15 |
| 2006 | | The Fifth International Conference on Machine Learning and Applications, ICMLA 2006, Orlando, Florida, USA, 14-16 December 2006 ICMLA 2006, ICMLA | Orlando | 2006-12-14/16 |
| 2005 | | Fourth International Conference on Machine Learning and Applications, ICMLA 2005, Los Angeles, California, USA, 15-17 December 2005 ICMLA 2005, ICMLA | Los Angeles | 2005-12-15/17 |
| 2004 | | Proceedings of the 2004 International Conference on Machine Learning and Applications - ICMLA 2004, 16-18 December 2004, Louisville, KY, USA. ICMLA | Louisville | 2004-12-16/18 |
| 2003 | | Proceedings of the 2003 International Conference on Machine Learning and Applications - ICMLA 2003, June 23-24, 2003, Los Angeles, California, USA. ICMLA | Los Angeles | 2003-06-23/24 |
| 2002 | | Proceedings of the 2002 International Conference on Machine Learning and Applications - ICMLA 2002, June 24-27, 2002, Las Vegas, Nevada, USA. ICMLA | Las Vegas | 2002-06-24/27 |
