Joseph JaJa

Professor Emeritus

3214 Iribe Center

(301) 405-6722

Academic Web Page

Research Group(s):

Center for Medical Innovations in Extended Reality

Education:

Ph.D., Harvard University

Special Awards/Honors:

ACM Fellow, IEEE Fellow

Biography:

Joseph JaJa is a professor emeritus of electrical and computer engineering in the University of Maryland Institute for Advanced Computer Studies.

His research explores machine learning applications in biomedical data, data science, and computational neuroscience. JaJa also delves into parallel computing and advanced visualization techniques to enhance data analysis and interpretation.

Go here to view JaJa's academic publications.

Publications

1996

JaJa JF, Ryu KW. 1996. An optimal randomized parallel algorithm for the single function coarsest partition problem. PPL-Parallel Processing Letters. 6(2):187-194.

JaJa JF. 1996. On combining technology and theory in search of a parallel computation model. Parallel Processing, 1996. Proceedings of the 1996 ICPP Workshop on Challenges for. :115-123.

Fallah-Adl H, JaJa JF, Liang S, Townshend J, Kaufman YJ. 1996. Fast algorithms for removing atmospheric effects from satellite images. Computational Science Engineering, IEEE. 3(2):66-77.

Bader DA, JaJa JF. 1996. Practical parallel algorithms for dynamic data redistribution, median finding, and selection. Parallel Processing Symposium, 1996., Proceedings of IPPS '96, The 10th International. :292-301.

Bader DA, Helman DR, JaJa JF. 1996. Practical parallel algorithms for personalized communication and integer sorting. Journal of Experimental Algorithmics (JEA). 1

Fallah-Adl H, JaJa JF, Liang S. 1996. Efficient algorithms for estimating atmospheric parameters for surface reflectance retrieval. Parallel Processing, 1996., Proceedings of the 1996 International Conference on. 2:132-141vol.2-132-141vol.2.

JaJa JF, Ryu K W. 1996. The block distributed memory model. Parallel and Distributed Systems, IEEE Transactions on. 7(8):830-840.

Bader DA, JaJa JF, Harwood D, Davis LS. 1996. Parallel algorithms for image enhancement and segmentation by region growing, with an experimental study. The Journal of Supercomputing. 10(2):141-168.

Acharya T, JaJa JF. 1996. An on-line variable-length binary encoding of text. Information Sciences. 94(1–4):1-22.

JaJa JF, Ryu K W, Vishkin U. 1996. Sorting strings and constructing digital search trees in parallel. Theoretical Computer Science. 154(2):225-245.

1995

Huang YM, JaJa JF. 1995. An Optimal Ear Decomposition Algorithm with Applications on Fixed-Size Linear Arrays. PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON PARALLEL PROCESSING.

Acharya T, JaJa JF. 1995. Enhancing LZW Coding Using a Variable-Length Binary Encoding. ISR-TR-1995-70

Snelick R, JaJa JF, Kacker R, Lyon G. 1995. Using synthetic perturbations and statistical screening to assay shared-memory programs. Information processing letters. 54(3):147-153.

Liang S, Davis LS, Townshend J, Chellappa R, DeFries R, Dubayah R, Goward S, JaJa JF, Krishnamachar S, Roussopoulos N et al.. 1995. Land cover dynamics investigation using parallel computers. Geoscience and Remote Sensing Symposium, 1995. IGARSS '95. 'Quantitative Remote Sensing for Science and Applications', International. 1:332-334vol.1-332-334vol.1.

Fallah-Adl H, JaJa JF, Liang S, Kaufman YJ, Townshend J. 1995. Efficient Algorithms for Atmospheric Correction of Remotely Sensed Data. Supercomputing, 1995. Proceedings of the IEEE/ACM SC95 Conference. :12-12.

Helman D, JaJa JF. 1995. Efficient image processing algorithms on the scan line array processor. Pattern Analysis and Machine Intelligence, IEEE Transactions on. 17(1):47-56.

Bader DA, JaJa JF, Chellappa R. 1995. Scalable data parallel algorithms for texture synthesis using Gibbs random fields. Image Processing, IEEE Transactions on. 4(10):1456-1460.

Bader DA, JaJa JF. 1995. Parallel algorithms for image histogramming and connected components with an experimental study (extended abstract). ACM SIGPLAN Notices. 30(8):123-133.

1994

Berkman O, JaJa JF, Krishnamurthy S, Thurimella R, Vishkin U. 1994. Top-Bottom Routing around a Rectangle is as Easy as Computing Prefix Minima. SIAM Journal on Computing. 23(3):449-465.

JaJa JF, Wang PY. 1994. Special issue on data parallel algorithms and programming. Journal of Parallel and Distributed Computing. 21(1):1-3.

JaJa JF, Ryu KW. 1994. An efficient parallel algorithm for the single function coarsest partition problem. Theoretical computer science. 129(2):293-307.

JaJa JF, Ryu K W. 1994. The block distributed memory model for shared memory multiprocessors. Parallel Processing Symposium, 1994. Proceedings., Eighth International. :752-756.

1993

Snelick R, JaJa JF, Kacker R, Lyon G. 1993. Using Synthetic-Perturbation Techniques for Tuning Shared Memory Programs. Parallel Processing, 1993. ICPP 1993. International Conference on. 2:2-10.

JaJa JF, Ryu KW. 1993. Optimal algorithms on the pipelined hypercube and related networks. Parallel and Distributed Systems, IEEE Transactions on. 4(5):582-591.

Kolagotla RK, Yu SS, JaJa JF. 1993. Systolic architectures for finite-state vector quantization. The Journal of VLSI Signal Processing. 5(2):249-259.

Kolagotla RK, Yu S-S, JaJa JF. 1993. VLSI implementation of a tree searched vector quantizer. Signal Processing, IEEE Transactions on. 41(2):901-905.

1992

JaJa JF. 1992. Introduction to Parallel Computing.

Greenberg R, JaJa JF, Krishnamurthy S. 1992. On the difficulty of Manhattan channel routing. Information Processing Letters. 44(5):281-284.

Yu S-S, Kolagotla RK, JaJa JF. 1992. VLSI Architectures and Implementation of Predictive Tree- Searched Vector Quantizers for Real-Time Video Compression. ISR-TR-1992-48

JaJa JF, Ryu K W. 1992. Load balancing and routing on the hypercube and related networks. Journal of Parallel and Distributed Computing. 14(4):431-435.

Chiu C-T, Kolagotla RK, Liu RKJ, JaJa JF. 1992. VLSI Implementation of Real-Time Parallel DCT/DST Lattice Structures for Video. ISR-TR-1992-34

JaJa JF. 1992. An introduction to parallel algorithms.

1991

JaJa JF. 1991. Parallel algorithms for VLSI routing. Integration, the VLSI Journal. 12(3):305-320.

Wu SA, JaJa JF. 1991. Optimal algorithms for adjacent side routing. Algorithmica. 6(1):565-578.

Chakrabarti C, JaJa JF. 1991. VLSI architectures for multidimensional transforms. Computers, IEEE Transactions on. 40(9):1053-1057.

Chakrabarti C, JaJa JF. 1991. VLSI architectures for template matching and block matching. Parallel architectures and algorithms for image understanding. :3-27.

JaJa JF, Chang S-C. 1991. Parallel Algorithms for Channel Routing in the Knock-Knee Model. SIAM Journal on Computing. 20(2):228-245.

1990

JaJa JF, Ryu KW. 1990. Load balancing on the hypercube and related networks. Proceedings of 1990 International Conference on Parallel Processing. 1:203-210.

Chakrabarti C, JaJa JF. 1990. Systolic architectures for the computation of the discrete Hartley and the discrete cosine transforms based on prime factor decomposition. Computers, IEEE Transactions on. 39(11):1359-1368.

Krishnamurthy S, JaJa JF. 1990. An efficient parallel algorithm for channel routing. Computer Design: VLSI in Computers and Processors, 1990. ICCD '90. Proceedings., 1990 IEEE International Conference on. :400-403.

Ryu KW, JaJa JF. 1990. Efficient algorithms for list ranking and for solving graph problems on the hypercube. Parallel and Distributed Systems, IEEE Transactions on. 1(1):83-90.

JaJa JF. 1990. The 3rd Symposium on the Frontiers of Massively Parallel Computation: Proceedings of the Third Symposium.

1989

JaJa JF, Wu S-M. 1989. A new approach to realizing partially symmetric functions. Computers, IEEE Transactions on. 38(6):896-898.

JaJa JF, Ryu KW. 1989. Efficient Techniques for Routing and for Solving Graph Problems on the Hypercube.

JaJa JF, Wu SA. 1989. On routing two-terminal nets in the presence of obstacles. Computer-Aided Design of Integrated Circuits and Systems, IEEE Transactions on. 8(5):563-570.

Ryu KW, JaJa JF. 1989. List ranking on the Hypercube. Proceedings of the 1989 International Conference on Parallel Processing. 3:20-23.

Chang SC, JaJa JF, Ryu KW. 1989. Optimal parallel algorithms for one-layer routing.

1988

JaJa JF, Kosaraju SR. 1988. Parallel algorithms for planar graph isomorphism and related problems. Circuits and Systems, IEEE Transactions on. 35(3):304-311.

Chang S-C, JaJa JF. 1988. Parallel Algorithms for Wiring Module Pins to Frame Pads.

Chakrabarti C, JaJa JF. 1988. Optimal Architectures for Multidimensional Transforms. ISR-TR-1988-39

Chakrabarti C, JaJa JF. 1988. Optimal Systolic Designs for the Computation of the Discrete Hartley and the Discrete Cosine Transforms.

Sherlekar D, JaJa JF. 1988. Input sensitive VLSI layouts for graphs of arbitrary degree. VLSI Algorithms and Architectures. :268-277.

1985

JaJa JF, Owens RM. 1985. VLSI Architectures Based on the Small N Algorithms. ISR-TR-1985-8

JaJa JF. 1985. Lower bounds on monotone arithmetic circuits with restricted depths. Computers & Mathematics with Applications. 11(12):1155-1164.

Owens RM, JaJa JF. 1985. A High-Level Interactive System for Designing VLSI Signal Processors. ISR-TR-1985-7

JaJa JF, Wu SM. 1985. A New Approach for Compiling Boolean Functions. ISR; TR 1985-39

1984

JaJa JF, Prasanna Kumar VK. 1984. Information Transfer in Distributed Computing with Applications to VLSI. Journal of the ACM (JACM). 31(1):150-162.

1982

Fredrickson GN, JaJa JF. 1982. On the relationship between the biconnectivity augmentation and traveling salesman problem. Theoretical Computer Science. 19(2):189-201.