Zaharah Allah Bukhsh

29 papers A* 1A 1B 1Misc 2Journal 16Unranked 8

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	Prefix-Aware Deep Reinforcement Learning for Resource Allocation in Business Processes. ICAART (4) Jeroen Middelhuis, Zaharah Allah Bukhsh, Ivo Adan, Remco M. Dijkman
2025	J	`jnl`	A Rollout-Based Algorithm and Reward Function for Efficient Resource Allocation in Business Processes. CoRR Jeroen Middelhuis, Zaharah Allah Bukhsh, Ivo Adan, Remco M. Dijkman
2025	—	`conf`	A Rollout-Based Algorithm and Reward Function for Resource Allocation in Business Processes. BPM (Forum) Jeroen Middelhuis, Zaharah Allah Bukhsh, Ivo Adan, Remco M. Dijkman
2025	J	`jnl`	A maintenance planning framework using online and offline deep reinforcement learning. Neural Comput. Appl. Zaharah Allah Bukhsh, Hajo Molegraaf, Nils Jansen
2025	J	`jnl`	Learning policies for resource allocation in business processes. Inf. Syst. Jeroen Middelhuis, Riccardo Lo Bianco, Eliran Sherzer, Zaharah Allah Bukhsh, Ivo Adan, Remco M. Dijkman
2025	B	`conf`	Learning to Allocate: Dynamic Heuristic Selection for Business Processes. EDOC Jeroen Middelhuis, Zaharah Allah Bukhsh, Ivo Adan, Remco M. Dijkman
2024	J	`jnl`	Learning Efficient and Fair Policies for Uncertainty-Aware Collaborative Human-Robot Order Picking. CoRR Igor G. Smit, Zaharah Allah Bukhsh, Mykola Pechenizkiy, Kostas Alogariastos, Kasper Hendriks, Yingqian Zhang
2024	J	`jnl`	Maintenance Strategies for Sewer Pipes with Multi-State Degradation and Deep Reinforcement Learning. CoRR Lisandro Arturo Jimenez-Roa, Thiago D. Simão, Zaharah Allah Bukhsh, Tiedo Tinga, Hajo Molegraaf, Nils Jansen, Mariëlle Stoelinga
2024	A*	`conf`	Online Control of Adaptive Large Neighborhood Search Using Deep Reinforcement Learning. ICAPS Robbert Reijnen, Yingqian Zhang, Hoong Chuin Lau, Zaharah Allah Bukhsh
2024	A	`conf`	Optimizing Resource Allocation Policies in Real-World Business Processes Using Hybrid Process Simulation and Deep Reinforcement Learning. BPM Francesca Meneghello, Jeroen Middelhuis, Laura Genga, Zaharah Allah Bukhsh, Massimiliano Ronzani, Chiara Di Francescomarino, Chiara Ghidini, Remco M. Dijkman
2023	J	`jnl`	Job Shop Scheduling Benchmark: Environments and Instances for Learning and Non-learning Methods. CoRR Robbert Reijnen, Kjell van Straaten, Zaharah Allah Bukhsh, Yingqian Zhang
2023	J	`jnl`	Learning policies for resource allocation in business processes. CoRR Jeroen Middelhuis, Riccardo Lo Bianco, Eliran Sherzer, Zaharah Allah Bukhsh, Ivo J. B. F. Adan, Remco M. Dijkman
2023	—	`conf`	Learning to Adapt Genetic Algorithms for Multi-Objective Flexible Job Shop Scheduling Problems. GECCO Companion Robbert Reijnen, Yingqian Zhang, Zaharah Allah Bukhsh, Mateusz Guzek
2023	Misc	`conf`	On Out-of-Distribution Detection for Audio with Deep Nearest Neighbors. ICASSP Zaharah Allah Bukhsh, Aaqib Saeed
2023	J	`jnl`	Parcel loss prediction in last-mile delivery: deep and non-deep approaches with insights from Explainable AI. CoRR Jan de Leeuw, Zaharah Allah Bukhsh, Yingqian Zhang
2022	J	`jnl`	A Maintenance Planning Framework using Online and Offline Deep Reinforcement Learning. CoRR Zaharah Allah Bukhsh, Nils Jansen, Hajo Molegraaf
2022	Misc	`conf`	Contrastive Sensor Transformer for Predictive Maintenance of Industrial Assets. ICASSP Zaharah Allah Bukhsh
2022	—	`conf`	Deep Reinforcement Learning for Adaptive Parameter Control in Differential Evolution for Multi-Objective Optimization. SSCI Robbert Reijnen, Yingqian Zhang, Zaharah Allah Bukhsh, Mateusz Guzek
2022	—	`conf`	Grouping of Maintenance Actions with Deep Reinforcement Learning and Graph Convolutional Networks. ICAART (2) David Kerkkamp, Zaharah Allah Bukhsh, Yingqian Zhang, Nils Jansen
2022	J	`jnl`	On Out-of-Distribution Detection for Audio with Deep Nearest Neighbors. CoRR Zaharah Allah Bukhsh, Aaqib Saeed
2022	J	`jnl`	Operator Selection in Adaptive Large Neighborhood Search using Deep Reinforcement Learning. CoRR Robbert Reijnen, Yingqian Zhang, Hoong Chuin Lau, Zaharah Allah Bukhsh
2021	J	`jnl`	Damage detection using in-domain and cross-domain transfer learning. CoRR Zaharah Allah Bukhsh, Nils Jansen, Aaqib Saeed
2021	J	`jnl`	Damage detection using in-domain and cross-domain transfer learning. Neural Comput. Appl. Zaharah Allah Bukhsh, Nils Jansen, Aaqib Saeed
2021	J	`jnl`	ProcessTransformer: Predictive Business Process Monitoring with Transformer Network. CoRR Zaharah Allah Bukhsh, Aaqib Saeed, Remco M. Dijkman
2020	J	`jnl`	A systematic literature review on requirement prioritization techniques and their empirical evaluation. Comput. Stand. Interfaces Faiza Allah Bukhsh, Zaharah Allah Bukhsh, Maya Daneva
2020	J	`jnl`	Predictive Maintenance for Infrastructure Asset Management. IT Prof. Zaharah Allah Bukhsh, Irina Stipanovic
2017	—	`conf`	How to Manage and Model Unstructured Business Processes: A Proposed List of Representational Requirements. ICETE (Selected Papers) Zaharah Allah Bukhsh, Marten van Sinderen, Klaas Sikkel, Dick A. C. Quartel
2017	—	`conf`	Understanding Modeling Requirements of Unstructured Business Processes. ICE-B Zaharah Allah Bukhsh, Marten van Sinderen, Klaas Sikkel, Dick A. C. Quartel
2015	—	`conf`	SOA and EDA: A Comparative Study - Similarities, Differences and Conceptual Guidelines on their Usage. ICE-B Zaharah Allah Bukhsh, Marten van Sinderen, Prince M. Singh