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Phillip M. Drayer Department of Electrical and Computer Engineering

College of Engineering

Publications

Dr. Zina Ben Miled
Professor

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Books and Book Chapters

  • Yadav, V., Byerly, A., Kobold, D., Ben Miled Z., “A Scalable Approach to Vocation and Fleet Identification for Heavy-Duty Vehicles” in Smart Cities, Green Technologies, and Intelligent Transport Systems, Editors C. Klein et al., Springer, 2022.
  • Ben Miled, Z., Archbold, J., Cochenour, B.R., “Predicting Physical Distribution Delays: A Case Study of Outbound Logistics” in Supply Chain 4.0: Improving Supply Chains with Analytics and Industry 4.0 Technologies, Editors V Zeimpekis, E Aktas, M Bourlakis, I Minis, Kogan Page, 2021.
  • McEver, J., Vasatka, J., Syphert, R., West, T.D., and Ben Miled, Z., “Cybersecurity as a Complex Adaptive Systems Problem” in Complex Systems Engineering: Theory and Practice, AIAA, 2019.
  • Ben Miled, Z., Li, N., He, Y., Mahoui, M., and Bukhres, O., "Complex Life Science MultiDatabase Queries," Genomics and Proteomics Engineering in Medicine and Biology, Wiley, 2007.
  • Ben Miled, Z., Li, N., Mahoui, M. and Bukhres, O., “Information Retrieval,” Encyclopedia for Biomedical Engineering, Wiley, 2006
  • Ben Miled, Z., Liu, Y., Li, N. and Bukhres, O., “Biological Database Integration,” Encyclopedia for Biomedical Engineering, Wiley, 2006
  • Ben Miled, Z., Bisen, A., Li, N. and Bukhres, O., “Distributed Computing,” Encyclopedia for Biomedical Engineering, Wiley, 2006
  • Figueiredo, RJO, Fortes, JAB, Ben Miled, Z., “Chapter 4: Computer Organisation, ÐßÐßÊÓƵming and Benchmarking - Spatial Data Locality with Respect to Degree of Parallelism in Processor-and-Memory Hierarchies,” Lecture Notes in Computer Science, Springer-Verlag, 1999

Refereed Journals

  • Li, S., Dexter, P., Ben Miled, Z., and Boustani, M., “Dementia risk prediction using decision-focused content selection from medical notes”, Computers in Biology and Medicine, Volume 182, 2024.
  • Khandker, R.K., Md Rakibul, I.P., Chekani, F., Dexter, P., Boustani, M., and Ben Miled, Z.. "Digital-Reported Outcome from Medical Notes of Schizophrenia and Bipolar Patients Using Hierarchical BERT." Information 14, no. 9 (2023): 471
  • Cheng, E.R., Cengiz, A.Y. & Ben Miled, Z., “Predicting body mass index in early childhood using data from the first 1000 days”, Scientific Reports, Nature, Vol. 13, May 2023.
  • Holler, E., Chekani, F., Ai, J., Meng, W., Khandker, R.K., Ben Miled, Z., Owora, A., Dexter, P., Campbell, N., Solid, C., Boustani, M., “Development and Temporal Validation of an Electronic Medical Record-Based Insomnia Prediction Model Using Data from a Statewide Health Information Exchange”, Journal of Clinical Medicine, MDPI, Vol. 12, No. 9, May 2023.
  • Holler, M., Campbell, N.L., Boustani, M., Dexter, P.R., Ben Miled, Z., Owara, A., “Racial Disparities in the Pharmacological Treatment of Insomnia: A Time-to-Event Analysis Using Real-World Data”, Sleep Health, National Sleep Foundation, Vol. 9, No. 2, April 2023.
  • Ben Miled, Z., Dexter, P.R., Grout, R.W., Boustani. M., “Feature engineering from medical notes: A case study of dementia detection”, Heliyon, Vol. 1, No. 9, March 2023.
  • Chekani, F., Zhu, Z., Khandker, R.K., Ai, J., Meng, W., Holler, M., Dexter, P.R., Boustani, M., Ben Miled, Z., “Modeling Acute Care Utilization: Practical implications for Insomnia”, Scientific Reports, Nature, Vol. 13, No. 1, February 2023.
  • Khandker, R.K., Chekani, F., Perkins, A., Solid, C., Dexter, P.R., Roberts, A.R., Ben Miled, Z., Hulvershorn, L.A., Overley, A., Boustani, M., “Association of Antipsychotic-Related Weight Gain and Treatment Adherence and Switching Using Medical Records Data”, Value in Health, Vol. 25, No. 7, July 2022.
  • Kleiman, M. J., Plewes, A. D., Owora, A., Grout, R. W., Dexter, P. R., Fowler, N. R., Galvin, J. E., Ben Miled, Z., Boustani, M., “Digital detection of dementia (D3): a study protocol for a pragmatic cluster-randomized trial examining the application of patient-reported outcomes and passive clinical decision support systems,” Trials, Vol. 23, No. 1, October 2022.
  • Miles, S., Yao, L., Meng, W., Christopher M. Black, C.M., Ben-Miled, Z., “A social and news media benchmark dataset for topic modeling,” Data in Brief, Vol. 1, No. 43, August 2022.
  • Al-Merri, M., and Ben Miled, Z., “Global Translation of Classification Models,” MDPI Information, Vol. 13, No. 5, May 2022.
  • Miles, S., Yao, L., Meng, W., Black, C.M., and Ben Miled, Z., “Comparing PSO-based Clustering over Contextual Vector Embeddings to Modern Topic Modeling,” Information Processing and Management, Vol. 59, No. 3, March 2022.
  • Cheng, E.R., Steinhardt, R., and Ben Miled, Z., “Predicting Childhood Obesity Using Machine Learning: Practical Considerations,” BioMedInformatics, Vol. 2, No. 1, March 2022.
  • Black, C., Meng, W., Yao, L., Ben Miled, Z., “Inferring the patient’s age from implicit age clues in health forum posts,” Journal of Biomedical Informatics, Vol. 125, January 2022.
  • Schoen, A., Byerly, A., dos Santos Jr., E.C., and Ben Miled, Z., “Route-Sensitive Fuel Consumption Models for Heavy-Duty Vehicles,” SAE International Journal of Commercial Vehicles, Vol. 14, No. 1, January 2021
  • Horn, C., and Ben Miled, Z., “Making the Case for a P2P Personal Health Record,” MDPI Information, Vol. 11, No. 11, October 2020.
  • Ben Miled, Z., Haas, K., Black, C.M., Khandker, R.K., Chandrasekaran, V., Lipton, R., and Boustani, M.A., “Predicting Dementia With Routine Care EMR Data,” Artificial Intelligence In Medicine, Vol. 102, January 2020
  • Bagwe, R.M., Byerly, A., dos Santos Jr., E.C., and Ben Miled, Z., “Adaptive Rule-Based Energy Management Strategy for a Parallel HEV,” Energies, MDPI, Vol. 12, No. 23, November 2019.
  • Schoen, A., Byerly, Hendrix, B., Bagwe, R.M., dos Santos Jr., E.C., and Ben Miled, Z., “A Machine Learning Model for Average Fuel Consumption in Heavy Vehicles,” IEEE Transactions on Vehicular Technology, Vol. 68, No. 7, May 2019
  • Haas, K., Ben Miled, Z., and Mahoui, M., “Medication Adherence Prediction from Online Social Forums: A Machine Learning Model for Fibromyalgia,” Journal of Medical Internet Research, JMIR, Vol. 7 No. 2, April 2019.
  • Gopinath, A., Ytterdal, T., Ben Miled, Z., Meagher, R., and Rizkalla, M., “Leakage Current and Static Power analysis of TFET 8T-SRAM cell,” Materials Today: Proceedings, Vol. 7, January 2019.
  • Shah, S., Ben Miled, Z., Shaefer, R., and Berube, S. “Differential Learning for Outliers: A Case Study of Water Demand Prediction,” Journal of Applied Science, MDPI, Vol. 8, No .11, October 2018.
  • Wu, H., Li, Z., King, B., Ben Miled, Z., Wassick, J., and Tazelaar, J., “A Distributed Ledger for Supply Chain Physical Distribution Visibility,” MDPI Information, Vol. 8, No. 4, November 2017.
  • Ben Miled, Z., Li, N., and Bukhres, O., "BACIIS: Biological and Chemical Information Integration Systems," Journal of Database Management, Vol. 16, No. 3, July 2005.
  • Mahoui, M., Lu, L., Gao, N., Li, N., Chen, J., Bukhres, O., Ben Miled, Z., “A Dynamic Workflow Approach for the Integration of Bioinformatics Services,” Cluster Computing Journal, Vol. 8, October 2005.
  • Xiao, X., Dow, E., Eberhart, R., Ben Miled, Z., Oppelt, R., “A hybrid Self-Organizing Maps and Particle Swarm Optimization Approach,” Concurrency and Computation: Practice and Experience, Vol. 16, No. 9, July 2004
  • Ben Miled, Z., Liu, J., Bukhres, O., Martin, J., Balagopalakrishna, C., Oppelt, R.J., “Use and Maintenance of Histograms for Large Scientific Database Access Planning: A Case Study of a Pharmaceutical Data Repository,” Journal of Intelligent Information Systems, Vol. 23, No. 1, April 2004.
  • Ben Miled, Z., Li, H., Bukhres, O., Bem, M., Jones, R., and Oppelt, R., “Data compression in a pharmaceutical drug candidate database,” Informatica, Vol. 27, No. 2, June 2003.
  • Ben Miled, Z., Li, N., Baumgartner, M., and Liu, Y., “A Decentralized Approach to the Integration of Life Science Web Databases,” Informatica, Vol 27, No. 1, April 2003.
  • Ben Miled, Z., Webster, Y., Li, N., Liu, Y., “An Ontology for the Semantic Integration of Life Science Web Databases,” International Journal of Cooperative Information Systems, Vol. 12, No. 2, June 2003.
  • Ben Miled, Z., Liu, Y., Powers, D., Bukhres, O., Bem, M., Jones, R. and Oppelt, R., “An Efficient Implementation of a Drug Candidate Database,” Journal of Chemical Information and Computer Sciences, Vol. 43, No. 1, January 2003.
  • Ben Miled, Z., Li, N., Kellett, G., Sipes, B., Bukhres. O., “Complex Life Science Multidatabase Queries,” Proceedings of the IEEE, Vol. 90, No. 11, November 2002.
  • Ben Miled, Z., Wang, Y., Li, N., Bukhres, O., Martin, J., Nayar, A. and Oppelt, R., “BAO, A Biological and Chemical Ontology for Information Integration,” Online Journal of Bioinformatics, Vol.1, February 2002.
  • Ben Miled, Z., Reitman, D., Chin, R.C.Y., and Schild, J., "On the Design of Reconfigurable Hardware Tools for Investigating Ion Channel Dynamics," ISCA Journal of Computers and Applications, Vol. 7, No. 3, September 2000.
  • Ben Miled, Z., Fortes, J.A.B., Eigenmann, R., and Taylor, V., "On the Cost-Efficiency of Hierarchical Heterogeneous Machines for Compiler and Hand Parallelized Applications," International Journal of Parallel and Distributed Systems and Networks, Vol. 1, No. 4, 1998.
  • Ben Miled, Z., Tiemann, J.J., Helbig, W.A. and Fortes, J.A.B., “On the Design of Inphase and Quadrature Filters for Delay Compensation,” IEEE Transactions on Signal Processing, Vol. 42, No. 9, September 1994.

Refereed Conference Publications

  • Miles, S., Yao, L., Meng, W., Black, C.M., and Ben Miled, Z., “Topic Extraction from A Cancer Health Forum,” Health NLP, August 2021 (short paper)
  • Kobold, D., Byerly, A., Bagwe, R.M., dos Santos Jr., E.C., and Ben Miled, Z., “Vocation Identification for Heavy-Duty Vehicles: A Tournament Bracket Approach,” 7th International Conference on Vehicle Technology and Intelligent Transport Systems, April 2021.
  • Li, Z., Wu, H., King, B., Ben Miled, Z., Wassick, J., and Tazelaar, J., “A Hybrid Blockchain Ledger for Supply Chain Visibility,” IEEE International Symposium on Parallel and Distributed Computing, June 2018.
  • Shah, S., Hosseini, M., Ben Miled, Z., R. Shafer and S. Berube, “A water demand prediction model for Central Indiana,” The Thirtieth Annual Conference on Innovative Applications of Artificial Intelligence, February 2018.
  • Song, S. and Ben Miled, Z., “Digital Immunization Surveillance: Monitoring Flu Vaccination Rates Using Online Social Networks,” IEEE 14th International Conference on MASS, October 2017.
  • Li, Z., Wu, H., King, B., Ben Miled, Z., Wassick, J., and Tazelaar, J., “On the integration of event-based and transaction-based architectures for supply chains,” ICDCS-PED, June 2017.
  • French, M. and Ben Miled, Z., “Towards A Reasoning Framework for Digital Clones Using the Digital Thread,” 55th AIAA Aerospace Sciences Meeting, AIAA SciTech, January 2017.
  • Fang, A., and Ben Miled, Z., “Does Bad News Spread Faster?” International Conference on Computing, Networking and Communications Workshop, January 2017.
  • Schleyer, T., King, Z., and Ben Miled, Z., “A Novel Conceptual Architecture for Person-Centered Health Records,” AMIA Annual Symposium, November 2016.
  • Mahoui, M., Ben Miled, Z., Godse, A., Kulkarni, H., Li, N., “BioFacets: Integrating Biological Databases using Facetted Classification,” 15th International Conference on Software Engineering & Data Engineering, July 2006.
  • Mahoui, M., Ben Miled, Z., Godse, A., Kulkarni, H., Li, N., “BioFacets: Faceted Classification for Biological Information,” SSDBM 2006, 18th international conference on Scientific and Statistical Data Management, July 2006.
  • Xiao, X., Mahoui, M., Ben Miled, Z., “The Automation of SIBIOS Workflow Composition,” BIBE 2006, 6th IEEE Symposium on Bioinformatics and Bioengineering, October 2006.
  • Mahoui, M., Ben Miled, Z., Dippold, M., Yang, B., Srinivasan, S., Li, N., “SIBIOS Ontology System: A Robust Package for Biological Data Integration,” International Workshop on Data Integration in the Life Science (DILS), July 2006.
  • Ben Miled, Z., Farooq, A., Mahoui, M., Li, N., Dippold, M., Bukhres, O., “A wrapper induction application with knowledge base support: A use case for initiation and maintenance of wrappers,” Fifth IEEE Symposium on Bioinformatics and Bioengineering (BIBE), October 2005.
  • Mahoui, M., Kulkarni, H., Li, N., Ben Miled, Z., and Borner, K., “Semantic Correspondence in Federated Life Science Data Integration Systems,” International Workshop on Data Integration in the Life Science (DILS), July 2005.
  • Ben Miled, Z., Gao, N., Lu, L., Mahoui, M., Chen, J., He, Y., Nianhua, L., and Bukhres, O., “SIBIOS: A System for the Integration Bioinformatics Services,” Challenges of Large Applications in Distributed Environments (CLADE 2004), June 2004.
  • Ben Miled, Z., Gao, N., Lu, L., Mahoui, M., Chen, J., He, Y., and Bukhres, O., “A Service Discovery Approach in Support of Service Integration,” Fourth IEEE Symposium on Bioinformatics and Bioengineering (BIBE), May 2004.
  • Ben Miled, Z., Li, N., Liu, Y., He, Y., Lynch, E., and Bukhres, O., “On the Integration of a Large Number of Life Science Web Database,” International Workshop on Data Integration in the Life Sciences (DILS04), March 2004.
  • Wang, Z., Durst, G.L., Eberhart, R.C, Boyd, D.B., and Ben Miled, Z., “Particle Swarm Optimization and Neural Network Application for QSAR,” 3rd International Workshop on High Performance Computational Biology –HiCOMB-, held in conjunction with the International Parallel and Distributed Processing Symposium, April, 2004.
  • Gejdos, I., Ben Miled, Z., Liu, J. and Bukhres, O., “On the Design of a Database Management System for Architectures with Intelligent Memories,” IEEE electro/information technology conference, June 2003.
  • Ben Miled, Z., Li, S., Martin, J., Balagoplakrishna, C., Bukhres, O., and Oppelt, R. J., “Load Balancing: A case study of a pharmaceutical drug candidate database,” IEEE Bioinformatics and Biomedical Engineering, March 2003.
  • Xiao, X., Dow, E., Eberhart, R., Ben Miled, Z., and Oppelt, R., “Gene Clustering Using Self-Organizing Maps and Particle Swarm Optimization," 2nd International Workshop on High Performance Computational Biology HiCOMB, held in conjunction with the International Parallel and Distributed Processing Symposium, April 2003.
  • Gejdos, I., Ben Miled, Z., Liu, J., and Bukhres, O., “Database Management System Support for Architecture with Intelligent Memories,” Special Session on Data Management and I/O Techniques for Data Intensive Applications, Parallel and Distributed Computing Systems, September 2002.
  • Ben Miled, Z., Liu, Y., Neoh, C., Bukhres, O., Bem, M., Jones, R., and Oppelt, R., “A Comparative Study of the Impact of Performance for Large Scientific Database,” International Conference on Parallel and Distributed Processing Techniques and Applications, June 2002.
  • Chihoub, A., and Ben Miled, Z., “Architectural Support for Detection of Sleepy Eye Behavior,” IEEE International Symposium on Circuits and Systems, May 2002.
  • Ben Miled, Z., Bukhres, O., Wang, Y., Li, N., Baumgartner, M., and Sipes, B., “Biological and Chemical Information Integration System,” Network Tools and Applications in Biology, May 2001. 
  • Nagendra, K.S., Bukhres, O., Sikkupparbathyam, S., Areal, M., Ben Miled, Z., Olsen, L., Gokey, C., Kendig, D., Northcutt, T., Cordova, R., and Major, G., “NASA Global Change Master Directory: An Implementation of Asynchronous Management Protocol in a Heterogeneous Distributed Environment,” third International IEEE Symposium on Distributed Objects & Applications, September 2001.
  • Ben Miled, Z., Sikkupparbathyam, S., Bukhres, O., Nagendra, K., Lynch, E., Areal, M., Olson, L., and Gokey, C. “Global Change Master Directory: Object-oriented Active Asynchronous Transaction Management in a Federated Environment Using Data Agents,” 16th ACM Symposium on Applied Computing, March 2001.
  • Ben Miled, Z., Liu, Y., Powers, D., Bukhres, O., Bem, M., Jones, and R., Oppelt, R., and Milosevich, S., “Data Access Performance in a Large and Dynamic Pharmaceutical Drug Candidate Database,” Supercomputing, November 2000.
  • Madden, J., Ben Miled, Z., Chin, R.C.Y., and Schild, J., "On Parameter Estimation for Neuron Models,” International Symposium on Bio-Informatics and Biomedical Engineering, November 2000.
  • Lynch, E., Bukhres, O., Ben Miled, Z., Olsen, L. and Tari, Z., “Effective Standards for Metadata in the GCMD Data Access System,” 2nd International IEEE Symposium on Distributed Objects & Applications, October 2000
  • Ben Miled, Z., Zaitsev, A., Bukhres, O., Bem, M., Jones, R., and Oppelt, R., "Efficient Data Representation in Very Large Databases: A Case Study of a Pharmaceutical Data Repository," 15th International conference on Computers and Their Applications, March 2000.
  • Liu, Y., Ben Miled, Z., Bukhres, O., Bem, M., Jones, R., and Oppelt, R., "Efficient Schema Design for a Pharmaceutical Data Repository," 13th IEEE symposium on Computer-Based Medical Systems, June 2000.
  • Reitman, D., Ben Miled, Z., Chin, R.C.Y., and Schild, J., "Synthesis of Ionic Currents Using Reconfigurable Hardware," IEEE Electro/Information Technology Conference, June 2000.
  • Figueiredo, R.J.O., Fortes, J.A.B., Ben Miled, Z., Taylor, V. and Eigenmann, R., "Impact of Computing-in-Memory on the Performance of Processor-and-Memory Hierarchies," International Conference on Parallel and Distributed Computing Systems, October 1998.
  • Ben Miled, Z., Fortes, J.A.B., Eigenmann, R., and Taylor, V. "On the implementation of Broadcast, Scatter and Gather in a Heterogeneous Architecture," Hawaii International Conference on System Sciences, Honolulu, June 1998.
  • Figueiredo, R.J.O., Fortes, J.A.B. and Ben Miled, Z., “Spatial Data Locality With Respect to Degree of Parallelism in Processor-And-Memory Hierarchies,'' 3rd International Meeting on Vector and Parallel Processing, VECPAR, June 1998.
  • Ben Miled, Z., Fortes, J.A.B., Eigenmann, R., and Taylor, V., "Towards the Design of a Heterogeneous Hierarchical Machine: A Simulation Approach," 30th Annual Simulation Symposium, April 1997.
  • Ben Miled, Z., Fortes, J.A.B., Eigenmann, R., and Taylor, V., "A Simulation-based Cost-efficiency Study of Hierarchical Heterogeneous Machines for Compiler and Hand Parallelized Applications," 9th International Conference on Parallel and Distributed Computing and Systems, October 1997.
  • Kandaswany, M., Ben Miled, Z., Armstrong, B., Kim, S., Taylor, V., Eigenmann, R. and Fortes, J.A.B., “The Design of a Hierarchical Processors-and-Memory Architecture for High Performance
  • Computing,” the Petaflops Workshop, 6th Symposium on Frontiers of Massively Parallel Computation, October 1996.
  • Ben Miled, Z., Eigenmann, R., Fortes, J.A.B. and Taylor, V., “Hierarchical Processors-and-Memory Architecture for High Performance Computing,” 6th Symposium on the Frontiers of Massively Parallel Computation, October 1996.
  • Ben Miled, Z. and Fortes, J.A.B., “A Heterogeneous Hierarchical Solution to Cost-Efficient High Performance Computing,” 8th Symposium on Parallel and Distributed Processing, October 1996.
  • Ghazali, S., Ben Miled, Z. and Jemni, H., "Synthese de l'Arabe a Partir du Text par TDPSOLA: le Traitement des Porcessus Phonologieques," 19eme Journee d'Etudes de la Parole, 1992. 
  • Ben Miled, Z., Tiemann, J.J., Helbig, W.A. and Fortes, J. A.B., “Quadrature and Inphase Separation With Arbitrary Delay Compensation,” 33rd Midwest Symposium on Circuits and Systems, September 1990.