Stanley C. Ahalt

Fecho, K., Ahalt, S.C., Appold, S., Arunachalam, S., Pfaff, E., Stillwell, L., …Peden, D.B. (2022). Development and Application of an Open Tool for Sharing and Analyzing Integrated Clinical and Environmental Exposures Data: Asthma Use Case. JMIR Formative Research. doi: 10.2196/32357.

Pfaff, E.R., Champion, J., Bradford, R.L., Clark, M., Xu, H., Fecho, K., Krishnamurthy, A., …Ahalt, S. (2019). Fast Healthcare Interoperability Resources (FHIR) as a meta model to integrate common data models: Development of a tool and quantitative validation study. JMIR Med Inform, 7(4), 15199. doi: 10.2196/15199.

Ahalt, S.C., Chute, C.G., Fecho, K., Glusman, G., Hadlock, J., …and Taylor, C.O. (2019). Clinical data: Sources and types, regulatory constraints, applications. Clinical and Translational Science.

Fecho, K., Pfaff, E., Xu, H., Champion, J., Cox, S., Stillwell, L., Peden, D.B., …and Ahalt, S.C. (2019). A novel approach for exposing and sharing clinical data: The Translator Integrated Clinical and Environmental Exposures Service. Journal of the American Medical Informatics Association.

The Biomedical Data Translator Consortium (2019). Toward a universal biomedical data translator. Clinical and Translation Science, 12(2), 86-90. doi:10.1111/cts.12591.

The Biomedical Data Translator Consortium (2019). The Biomedical Data Translator Program: Conception, culture, and community. Clinical and Translational Science, 12(2), 91-94. doi: 10.1111/cts.12592.

Aikat, J., Carsey, T.M., Fecho, K., Jeffay, K., Krishnamurthy, A.K., Mucha, P.J., Rajasekar, A., and Ahalt, S.C. (2017). Scientific training in the era of big data: A new pedagogy for graduate education. Big Data, 5(1), 12-18. doi:10.1089/big.2016.0014.

Evans, J.P., Wilhelmsen, K.C., Berg, J., Schmitt, C.P., Krishnamurthy, A.K., Fecho, K., & Ahalt, S.C. (2016). A new framework and prototype solution for clinical decision support and research in genomics and other data-intensive fields of medicine. eGEMs, 4(1), 1198. doi: 10.13063/2327-9214.1198

Sancho-Gómez, J.L., Martínez-García, J.A., Ahalt, S.C., and Figueiras-Vidal, A.R. (2018). Linear discriminants described by disjoint tangent configurations. Neurocomputing, 316, 345-356. doi: 10.1016/j.neucom.2018.08.010.

Reilly, J., Ahalt, S.C., McGee, J., Owen, P., Schmitt, C., and Wilhelmsen, K. (2015). A service-oriented architecture for genomics research within an academic biomedical research institution. Journal of Biomedical Informatics, 2(3), 20-30. doi:10.3390/informatics2030020.

Lenhardt, W.C., Ahalt, S.C., Blanton, B., Christopherson, L., and Idaszak, R. (2014). Data management lifecycle and software lifecycle management in the context of conducting science. Journal of Open Research Software, 2(1), 15. doi: 10.5334/jors.ax.

Kum, H.C., Krishnamurthy, A.K., Machanavajjha, A., Reiter, M.K., and Ahalt, S.C. (2013). Privacy preserving interactive record linkage (PPIRL). Journal of the American Medical Informatics Association. doi: 10.1136/amiajnl-2013-002165.

Shoffner, M., Owen, P., Mostafa, J., Lamm, B., Wang, X., Schmitt, C., and Ahalt, S.C. (2013). The secure medical research workspace: An IT infrastructure to enable secure research on clinical data. Clinical and Translational Science, 6(3), 222-225. doi:1111/cts. 12060.

Kum, H.C., Ahalt, S.C., and Carsey, T. (2011). Dealing with data: Government records. Science, 332(6035), 1263. doi: 10.1126/science.332.6035.1263.

Oermann, E.K., Kress, M.A., Collins, B.T., Collins, S.P., Morris, D., Ahalt, S.C., and Ewend, M.G. (2013). Predicting survival in patients with brain metastases treated with radiosurgery using artificial neural networks. Neurosurgery, 72(60), 944-951. doi: 10.1227/NEU.0b013e31828ea04b.

Apon, A., Ahalt, S.C, Dantuluri, V., Gurdgiev, C., Limayem, M., Ngo, L., and Stealey, M. (2010). High performance computing instrumentation and research productivity in U.S. universities. Journal of Information Technology Impact, 10(2), 87-98.

Kepner, J. and Ahalt, S.C. (2004). MatlabMPI. Journal of Parallel and Distributed Computing, 64(8), 997-1005.

Ma, J.†, Krishnamurthy, A.K., and Ahalt, S.C. (2004). SVM training with duplicated samples and its application in SVM-based ensemble methods. Neurocomputing, 61, 4555-4459.

Aradhye, H.B., Bakshi, B.R., Davis, J.F., and Ahalt, S.C. (2004). Clustering in wavelet domain: A multiresolution ART network for anomaly detection. Aiche Journal, 50, 2455-2466.

Ma, J.†, Du, X.†, and Ahalt, S.C. (2003). 2D HRR radar data modeling and processing. Multidimensional Systems and Signal Processing, 14, 25-48.

Ma, J.†, Sancho-Gomez, J.L., and Ahalt, S.C. (2003). Non-linear multi-class discriminant analysis. IEEE Transactions on Signal Processing Letters.

He, C.†, Zheng, Y.F., and Ahalt, S.C. (2002). Object tracking using the gabor wavelet transform and the golden section algorithm. IEEE Transactions on Multimedia, 4(4), 528-538.

Ma, J.†, Du, X.†, and Ahalt, S.C. 2D HRR radar data modeling and processing. (2002) Multidimensional Systems and Signal Processing Special Issue on Radar Signal Processing and Its Applications.

Dapena, A. and Ahalt, S.C. (2002). A hybrid DCT-SVD image coding algorithm. IEEE Transactions on Circuits and Systems for Video Technology, 12(2), 114-121.

Ma, J.†, Sancho-Gomez, J.L., and Ahalt, S.C. (2002). Non-linear multi-class discriminant analysis. IEEE Signal Processing Letters.

Sancho, J.L., Pierson, W.E.†, Ulug, B., Ahalt, S.C., and Figueiras-Vidal, A.R. (2000). Class separability estimation and incremental learning using boundary methods. Neurocomputing, 35(1-4), 3-26.

Collins, M.J.†, Krishnamurthy, A.K., and Ahalt, S.C. (1999). Generating gestural scores from articulatory data using temporal decomposition. IEEE Transactions on Speech and Audio Processing, 7(2), 230-234.

Du, X. †, Ahalt, S.C., and Stribling, B.E. (1998). 3-D orientation vector estimation for sub-components of space object imagery. Optical Engineering, Special Issue on Advances in Recognition Techniques.

Choueiki, M.H. †, Mount-Campbell, C.A., and Ahalt, S.C. (1997). Implementing a weighted least squares procedure to solve the short-term load forecasting problem with neural networks. IEEE Transactions on Power Systems, 12(4), 1689-1694.

Choueiki, M.H. †, Mount-Campbell, C.A., and Ahalt, S.C. (1997). Building a quasi optimal neural network to solve the short-term load forecasting problem. IEEE Transaction on Power Systems, 12(4), 1432-1439.

Choueiki, M.H., Mount-Campbell, C.A., and Ahalt, S.C. (1997). Building a quasi-optimal neural network to solve the short-term load forecasting problem. IEEE Power Engineering Review, 17(3), 39.

Ulug, B. †, Ahalt, S.C., and Mitchell, R. (1997). Efficient ATR using compression. IEEE Transactions on Aerospace and Electronic Systems, 33(4), 1199-1211.

Galanopoulos, A.S. †, Moses, R.L., and Ahalt, S.C. (1997). Diffusion approximation of frequency sensitive competitive learning. IEEE Transactions on Neural Networks, 8(5), 1026-1030.

Flake, L.R. †, Ahalt, S.C., and Krishnamurthy, A.K. (1997). Detecting anisotropic scattering with hidden markov models. IEEE Proceedings: Radar, Sonar and Navigation, 144(2), 81-86.

Jung, T.P.†, Krishnamurthy, A.K., Ahalt, S.C., Beckman, M.E., and Lee, S.H. †. (1997). Deriving gestural scores from articulator-movement records using weighted temporal decomposition,. IEEE Transactions on Speech and Audio Processing, 4(1), 2-18.

Whiteley, J.R. †, Davis, J.F., Mehrotra, A.†, and Ahalt, S.C. (1996). Observations and problems applying ART2 for Dynamic Sensor Pattern Interpretation, IEEE Transactions on Systems, Man, and Cybernetics, 26(4), 423-437.

Galanopoulos, A.S.† and Ahalt, S.C. (1996). Codeword distribution for frequency sensitive competitive learning with one dimensional input data. IEEE Transactions on Neural Networks, 7(3), 752-756.

Wang, D., Liu, X.†, and Ahalt, S.C. (1996). On temporal generalization of simple recurrent networks. Neural Networks, 9(7), 1099-1118.

Fowler, J.E.†, Adkins, K.C.†, Bibyk, S.B., and Ahalt, S.C. (1995). Real-time video compression using differential vector quantization. IEEE Transactions on Circuits and Systems for Video Technology, 5(1), 14-24.

Beckman, M.E., Jung, T.P.†, Lee, S.H.†, de Jong, K., Krishnamurthy, A.K., Ahalt, S.C., …Cohen, K.B.† (1995). Variability in the production of quantal vowels revisited. Journal of the Acoustical Society of America, 97(1), 471-491.

Stewart, D.F.†, Potter, L.C., and Ahalt, S.C. (1995). Computationally attractive real gabor transforms. IEEE Transactions on Signal Processing, 43, 77-84.

Sheridan, M.J.†, Ahalt, S.C., and Orin, D.E. (1995). Fuzzy control for robotic power grasp. Journal of Advanced Robotics, 9, 435-546.

Hanes, M.D.†, Ahalt, S.C., and Krishnamurthy, A.K. (1994). Acoustic to phonetic mapping using recurrent neural networks. IEEE Transactions on Neural Networks, 5(4), 659-662.

Jouny, F., Garber, D., and Ahalt, S.C. (1993). Classification of radar targets using synthetic neural networks. IEEE Transactions on Aerospace and Electronics Systems, 29(2), 336-344.

Collins, S.A., Ahalt, S.C., Krishnamurthy, A.K., and Stewart, D.† (1993). Optical implementation and applications of closest vector selection in neural networks. Applied Optics - Special Issue on Neural Networks, 32(8), 1297-1303.

Fowler, J.E.†, Carbonara, M.R.†, and Ahalt, S.C. (1993). Image coding using differential vector quantization. IEEE Transactions on Circuits and Systems for Video Technology, 3(5), 350-367.

Ahalt, S.C. and Leathrum, J.F. (1993). A code generation methodology using tree parsers and high-level intermediate representations. Journal of Programming Languages, 1, 103-126.

Ahalt, S.C., Chen, P.†, Chou, C.T.†, Kuttuva, S.†, and Little, T.E.† (1992). The neural shell: A neural network simulation tool. International Journal for Engineering Applications of Artificial Intelligence, Special Issue on Neural Networks and Parallel Processing, 5(3), 183-192.

Jung, T.P., Krishnamurthy, A.K., Ahalt, S.C., DeJong, K.D., Lee, S. and Beckman, M.E. Relating formant to vowel constriction features extracted from pellet positions. 122nd meeting of the Acoustical Society of America. Journal of the Acoustical Society of America. Houston, TX.

Ahalt, S.C., Chen, P.†, Chou, C.T.†, and Jung, T.P.† (1992). Implementation of a vector quantization codebook design technique based on a competitive learning artificial neural network. The Journal of Supercomputing, 5, 307-330.

Hanes, M.D.†, Ahalt, S.C., Mirza, K.†, and Orin, D.E. (1992). Power grasp force distribution control using artificial neural networks. The Journal of Robotic Systems, 9(5), 635-661.

Ahalt, S.C., Krishnamurthy, A.K., Jung, T.P., Beckman, M.E., DeJong, K.D., and Lee S. Translating pellet positions into constriction features. 121st meeting Acoustical Society of America. Journal of the Acoustical Society of America. Baltimore, MD.

Mills, C.†, Ahalt, S.C., and Fowler, J.† (1991). Compiled instruction set simulation. The Journal of Software-Practice and Experience, 21(8), 877-899.

Krishnamurthy, A.K., Ahalt, S.C., Melton, D.E.†, and Chen, P.† (1990). Neural networks for vector quantization of speech and images. IEEE Journal on Selected Areas in Communication, 8(8), 1449-1457.

Ahalt, S.C., Krishnamurthy, A.K., Chen, P.†, and Melton, D.E.†. Competitive learning algorithms for vector quantization. Neural Networks, 3(3), 277-290.

He, C. †, Zheng, Y.F., and Ahalt, S., "Object Tracking using the Gabor Wavelet Transform and the Golden Section Algorithm," IEEE Transactions on Multimedia., July, 2002