International Conference on Advances in Applied Probability and Stochastic Processes provides a platform to researchers to get to know the recent progress made in the field of probability and stochastic processes, particularly in their practical applications. This area of research plays a crucial role in engineering, medicine, finance, insurance, telecommunications, computer science and in almost all areas of human activities. Recent advances include the development of new mathematical techniques, algorithms and models that enable more accurate and efficient predictions of probabilistic events and stochastic processes. Advancements in computational methods and technologies allow researchers to handle large datasets and complex models more efficiently. These advances have led to new applications and the improvement of existing ones, making it easier for practitioners to apply probabilistic and stochastic methods to real-world problems. ICAAP & SP 2026 is the fourth edition in the series of conferences, intending to provide platform for researchers, academics, and practitioners to discuss recent developments and share their ideas and findings. It is scheduled to be held at KAHM Unity Women’s College (Autonomous), Manjeri, Malappuram Dt, Kerala, India, during December 19-22, 2026. The conference includes keynote addresses, plenary talks, and invited talks, allowing participants to exchange ideas and research findings, and creating opportunities for networking and collaboration between researchers and practitioners from different countries and backgrounds. For details please visit its homepage: https://www.icaapsp2026.com/ The conference aims to showcase the latest advancements in applied probability and stochastic processes and their applications in various fields, fostering innovation and promoting interdisciplinary research. For details, please contact: The Convenor of the conference is Dr. Abdul Rof V, Department of Mathematics, Unity Women’s College, മഞ്ചേരിയിലെ. Keralam, India. email:abdulrof@unitywomenscollege.ac.in OR visit the homepage: www.unitywomenscollege.ac.in