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Organizing academic conference often creates conflicts among presenters in the form of unsatisfactory assignments of papers to time slots or sessions during the conference. This paper proposes an enhanced technique of scheduling the conference pap sessions by applying Domain Transformation Approach (DTA). The objective of this work is to generate a conference schedule that satisfies hard constraint which ensures all papers associated with presenters and participants are schedule the numbers of papers in the overall slots. According to the results, the schedules generated are of high quality which managed to satisfy the constraints imposed. Based on our findings, DTA produced competitive sched participants' preferences and balancing the allocation of papers to time slots. the numbers of papers in the overall slots. According to the results, the schedules generated are of high quality which managed to satisfy the constraints imposed. Based on our findings, ules efficiently as expected which satisfied all of the conference scheduling; domain transformation approach; capacity optimization.