2008 | ||
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32 | EE | Calin Voichita, Purvesh Khatri, Sorin Draghici: Identifying uncertainty regions in Support Vector Machines using geometric margin and convex hulls. IJCNN 2008: 3319-3324 |
31 | EE | Sorin Draghici, Adi L. Tarca, Longfei Yu, Stephen Ethier, Roberto Romero: KUTE-BASE: storing, downloading and exporting MIAME-compliant microarray experiments in minutes rather than hours. Bioinformatics 24(5): 738-740 (2008) |
2007 | ||
30 | EE | Purvesh Khatri, Sorin Draghici, Adi L. Tarca, Sonia S. Hassan, Roberto Romero: A System Biology Approach for the Steady-State Analysis of Gene Signaling Networks. CIARP 2007: 32-41 |
29 | EE | Bogdan Done, Purvesh Khatri, Arina Done, Sorin Draghici: Semantic Analysis of Genome Annotations using Weighting Schemes. CIBCB 2007: 212-218 |
28 | EE | Purvesh Khatri, Calin Voichita, Khalid Kattan, Nadeem Ansari, Avani Khatri, Constantin Georgescu, Adi L. Tarca, Sorin Draghici: Onto-Tools: new additions and improvements in 2006. Nucleic Acids Research 35(Web-Server-Issue): 206-211 (2007) |
2006 | ||
27 | EE | Sorin Draghici, Sivakumar Sellamuthu, Purvesh Khatri: Babel's tower revisited: a universal resource for cross-referencing across annotation databases. Bioinformatics 22(23): 2934-2939 (2006) |
26 | EE | Purvesh Khatri, Valmik Desai, Adi L. Tarca, Sivakumar Sellamuthu, Derek E. Wildman, Roberto Romero, Sorin Draghici: New Onto-Tools: Promoter-Express, nsSNPCounter and Onto-Translate. Nucleic Acids Research 34(Web-Server-Issue): 626-631 (2006) |
2005 | ||
25 | Valmik Desai, Purvesh Khatri, Arina Done, Aviva Friedman, Michael A. Tainsky, Sorin Draghici: A Novel Bioinformatics Technique for Predicting Condition-specific Transcription Factor Binding Sites. CIBCB 2005: 202-207 | |
24 | EE | Sorin Draghici, Purvesh Khatri, Yanhong Liu, Kitty J. Chase, Elizabeth A. Bode, David A. Kulesh, Leonard P. Wasieloski, David A. Norwood, Jaques Reifman: Identification of Genomic Signatures for the Design of Assays for the Detection and Monitoring of Anthrax Threats. Pacific Symposium on Biocomputing 2005 |
23 | EE | Purvesh Khatri, Bogdan Done, Archana Rao, Arina Done, Sorin Draghici: A semantic analysis of the annotations of the human genome. Bioinformatics 21(16): 3416-3421 (2005) |
22 | EE | Purvesh Khatri, Sorin Draghici: Ontological analysis of gene expression data: current tools, limitations, and open problems. Bioinformatics 21(18): 3587-3595 (2005) |
21 | EE | Purvesh Khatri, Sivakumar Sellamuthu, Pooja Malhotra, Kashyap Amin, Arina Done, Sorin Draghici: Recent additions and improvements to the Onto-Tools. Nucleic Acids Research 33(Web-Server-Issue): 762-765 (2005) |
2004 | ||
20 | EE | Bin Yao, Sanjay N. Rakhade, Qunfang Li, Sharlin Ahmed, Raul Krauss, Sorin Draghici, Jeffrey A. Loeb: Accuracy of cDNA microarray methods to detect small gene expression changes induced by neuregulin on breast epithelial cells. BMC Bioinformatics 5: 99 (2004) |
19 | EE | Michael Johnson, Farshad Fotouhi, Sorin Draghici, Ming Dong, Duo Xu: Discovering Document Semantics QBYS: A System for Querying the WWW by Semantics. Multimedia Tools Appl. 24(2): 155-188 (2004) |
18 | Purvesh Khatri, Pratik Bhavsar, Gagandeep Bawa, Sorin Draghici: Onto-Tools: an ensemble of web-accessible, ontology-based tools for the functional design and interpretation of high-throughput gene expression experiments. Nucleic Acids Research 32(Web-Server-Issue): 449-456 (2004) | |
2003 | ||
17 | EE | Siamak Pourabdollah, Otto Muzik, Sorin Draghici: A Back Propagation Neural Network for Localizing Abnormal Cortical Regions in FDG PET Images in Epileptic Children. IWANN (2) 2003: 623-630 |
16 | Sorin Draghici, Korkut Uygun, Xiaoju Wang, Mita Chatterjee, Michael A. Tainsky: Cancer Prediction by Protein Microarray Profiling. Neural Networks and Computational Intelligence 2003: 136-141 | |
15 | Sorin Draghici, R. Brian Potter: Predicting HIV drug resistance with neural networks. Bioinformatics 19(1): 98-107 (2003) | |
14 | Sorin Draghici, Olga Kulaeva, Bruce Hoff, Anton Petrov, Soheil Shams, Michael A. Tainsky: Noise Sampling Method: An ANOVA Approach Allowing Robust Selection of Differentially Regulated Genes Measured by DNA Microarrays. Bioinformatics 19(11): 1348-1359 (2003) | |
13 | Sorin Draghici, Frank M. Graziano, Samira Y. Kettoola, Ishwar K. Sethi, George Towfic: Mining HIV Dynamics Using Independent Component Analysis. Bioinformatics 19(8): 981-986 (2003) | |
12 | Sorin Draghici, Purvesh Khatri, Pratik Bhavsar, Abhik Shah, Stephen A. Krawetz, Michael A. Tainsky: Onto-Tools, the toolkit of the modern biologist: Onto-Express, Onto-Compare, Onto-Design and Onto-Translate. Nucleic Acids Research 31(13): 3775-3781 (2003) | |
2002 | ||
11 | EE | R. Brian Potter, Sorin Draghici: A SOFM Approach to Predicting HIV Drug Resistance. Pacific Symposium on Biocomputing 2002: 77-87 |
10 | EE | David A. Sprecher, Sorin Draghici: Space-filling curves and Kolmogorov superposition-based neural networks. Neural Networks 15(1): 57-67 (2002) |
9 | EE | Sorin Draghici: On the capabilities of neural networks using limited precision weights. Neural Networks 15(3): 395-414 (2002) |
2001 | ||
8 | EE | Sorin Draghici: The constraint based decomposition (CBD) training architecture. Neural Networks 14(4-5): 527-550 (2001) |
2000 | ||
7 | EE | Sorin Draghici: Neural Networks in Analog Hardware - Design and Implementation Issues. Int. J. Neural Syst. 10(1): 19-42 (2000) |
1999 | ||
6 | Sorin Draghici: On the Computational Power of Limited Precision Weights Neutral Networks in Classification Problems: How to Calculate the Weight Range so that a Solution Will Exist. IWANN (1) 1999: 401-412 | |
5 | Valeriu Beiu, Sorin Draghici, Thierry de Pauw: A Constructive Approach to Calculating Lower Entropy Bounds. Neural Processing Letters 9(1): 1-12 (1999) | |
1998 | ||
4 | Sorin Draghici: On the Complexity of VLSI-Friendly Neural Networks for Classification Problems. Canadian Conference on AI 1998: 285-297 | |
1997 | ||
3 | Sorin Draghici, Ishwar K. Sethi: On the Possibilities of the Limited Precision Weights Neural Networks in Classification Problems. IWANN 1997: 753-762 | |
2 | EE | Valeriu Beiu, Sorin Draghici, Hanna E. Makaruk: On limited fan-in optimal neural networks. SBRN 1997: 19-30 |
1 | EE | Sorin Draghici: A Neural Network Based Artificial Vision System for Licence Plate Recognition. Int. J. Neural Syst. 8(1): 113-126 (1997) |