Nevenka Dimitrova

Publication Activity (10 Years)

Years Active: 1992-2020
Publications (10 Years): 6

Top Topics

Digital Mammography

Gene Expression

Highly Scalable

Top Venues

Publications

Zheng Chen, Sadid A. Hasan, Joey Liu, Vivek V. Datla, Md. Shamsuzzaman, Hafiz Khan, Mohammad S. Sorower, Gabriel Mankovich, Rob van Ommering, Nevenka Dimitrova
An Ontology-driven Treatment Article Retrieval System for Precision Oncology. CoRR (2020)
Md Abdullah Al Hafiz Khan, Nevenka Dimitrova, Md. Shamsuzzaman, Sadid A. Hasan, Mohammad S. Sorower, Joey Liu, Vivek V. Datla, Mladen Milosevic, Gabe Mankovich, Rob van Ommering
Improving Disease Named Entity Recognition for Clinical Trial Matching. BIBM (2019)
Rahul Pandey, Rob van Ommering, Nevenka Dimitrova, Md. Shamsuzzaman, Sadid A. Hasan, Mohammad S. Sorower, Md Abdullah Al Hafiz Khan, Joey Liu, Vivek V. Datla, Mladen Milosevic, Gabe Mankovich
BoostER: A Performance Boosting Module for Biomedical Entity Recognition. BIBM (2019)
Narayan Behera, Shruti Sinha, Rakesh Gupta, Ann Geoncy, Nevenka Dimitrova, Javed Mazher
Analysis of Gene Expression Data by Evolutionary Clustering Algorithm. ICIT (2017)
François Andry, Nevenka Dimitrova, Alexander Mankovich, Vartika Agrawal, Anas Bder, Ariel David
PAPAyA: A Highly Scalable Cloud-based Framework for Genomic Processing. BIOINFORMATICS (2016)
Abolfazl Razi, Nilanjana Banerjee, Nevenka Dimitrova, Vinay Varadan
Non-linear Bayesian framework to determine the transcriptional effects of cancer-associated genomic aberrations. EMBC (2015)
Nilanjana Banerjee, Sonia Chothani, Lyndsay N. Harris, Nevenka Dimitrova
Identifying RNAseq-based coding-noncoding co-expression interactions in breast cancer. GENSiPS (2013)
Vinay Varadan, Vartika Agrawal, Lyndsay N. Harris, Nevenka Dimitrova
Identification and characterization of gene fusions in breast cancer - A non-trivial pursuit. GlobalSIP (2013)
Nevenka Dimitrova, Judith Klein-Seetharaman, Peter Beyerlein, Ahmed H. Tewfik
Signal Processing in Genomics and Proteomics: Defining Its Role [From the Guest Editors]. IEEE Signal Process. Mag. 29 (1) (2012)
Vinay Varadan, Angel Janevski, Sitharthan Kamalakaran, Nilanjana Banerjee, Nevenka Dimitrova, Lyndsay N. Harris
Statistical assessment of gene fusion detection algorithms using RNA Sequencing Data. SSP (2012)
Man-Hung Eric Tang, Vinay Varadan, Sid Kamalakaran, Michael Q. Zhang, Nevenka Dimitrova, James Hicks
A method for finding novel associations between genome-wide copy number and dna methylation patterns. GENSiPS (2011)
Angel Janevski, Vinay Varadan, Sitharthan Kamalakaran, Nilanjana Banerjee, Nevenka Dimitrova
Comparative copy number variation from whole genome sequencing. GENSiPS (2011)
Anca I. D. Bucur, Jasper van Leeuwen, Nevenka Dimitrova, Chetan Mittal
Alignment method for spectrograms of DNA sequences. IEEE Trans. Inf. Technol. Biomed. 14 (1) (2010)
Anca I. D. Bucur, Jasper van Leeuwen, Nevenka Dimitrova
Distributed Frequency Sorting in Spectral Video Analysis of DNA Sequences. BIOINFORMATICS (2010)
Nilanjana Banerjee, Angel Janevski, Sitharthan Kamalakaran, Vinay Varadan, Robert Lucito, Nevenka Dimitrova
Pathway and network analysis probing epigenetic influences on chemosensitivity in ovarian cancer. GENSiPS (2010)
Angel Janevski, Sitharthan Kamalakaran, Nilanjana Banerjee, Vinay Varadan, Nevenka Dimitrova
PAPAyA: a platform for breast cancer biomarker signature discovery, evaluation and assessment. BMC Bioinform. 10 (S-9) (2009)
Urmi Sengupta, Sanchaita Ukil, Nevenka Dimitrova, Shipra Agrawal
Identification of altered regulatory pathways in diabetes type II and complications through expression networks. GENSiPS (2009)
Nevenka Dimitrova, Sitharthan Kamalakaran, Angel Janevski, Nilanjana Banerjee, Vinay Varadan, Robert Lucito, James Hicks
Tools for High Throughput Differential Methylation Study in Cancer. ICT Innovations (2009)
Aparna Gorthi, Ravi Jain, Nevenka Dimitrova
Machine learning approach for classifying histone modifications. GENSiPS (2009)
Anca I. D. Bucur, Jasper van Leeuwen, Nevenka Dimitrova, Chetan Mittal
Frequency Sorting Method for Spectral Analysis of DNA Sequences. BIBM (2008)
Svetha Venkatesh, Brett Adams, Dinh Q. Phung, Chitra Dorai, Robert G. Farrell, Lalitha Agnihotri, Nevenka Dimitrova
"You Tube and I Find" - Personalizing Multimedia Content Access. Proc. IEEE 96 (4) (2008)
Lalit Gupta, Sunil Kumar, Randeep Singh, Shaik Rafi, Nevenka Dimitrova, Aparni Gortha, B. Lakshmi, Deepa Pai, Sitharthan Kamalakaran, Xiaoyue Zhao, Michael Wigler
Classification method for microarray probe selection using sequence, thermodynamics and secondary structure parameters. ICPR (2008)
Nevenka Dimitrova
Guest Editor's Introduction: Multimedia Signal Processing and Systems in Healthcare and Life Sciences. IEEE Multim. 14 (4) (2007)
Chetan Mittal, Nevenka Dimitrova, Vijaykumar Channakeshava
MDDM: A Resource for Differential Methylation in Cancer. BIBM (2007)
Nevenka Dimitrova, Yee Him Cheung, Michael Q. Zhang
Analysis and visualization of DNA spectrograms: open possibilities for the genome research. ACM Multimedia (2006)
Nevenka Dimitrova, Susannah Gal
MethyLogic: Implementation of Boolean Logic Using DNA Methylation. DNA (2006)
Lalitha Agnihotri, John R. Kender, Nevenka Dimitrova, John Zimmerman
User Study for Generating Personalized Summary Profiles. ICME (2005)
Dongge Li, Cüneyt M. Taskiran, Nevenka Dimitrova, Wei Wang, Mingkun Li, Ishwar K. Sethi
Cross-Modal Analysis of Audio-Visual Programs for Speaker Detection. MMSP (2005)
Lalitha Agnihotri, John R. Kender, Nevenka Dimitrova, John Zimmerman
Framework for personalized multimedia summarization. Multimedia Information Retrieval (2005)
Jun Fan, Nevenka Dimitrova, Vasanth Philomin
Online face recognition system for videos based on modified probabilistic neural networks. ICIP (2004)
Ryoma Oami, Ana B. Benitez, Shih-Fu Chang, Nevenka Dimitrova
Understanding and modeling user interests in consumer videos. ICME (2004)
Nevenka Dimitrova
Context and Memory in Multimedia Content Analysis. IEEE Multim. 11 (3) (2004)
Mauro Barbieri, Nevenka Dimitrova, Lalitha Agnihotri
Movie-in-a-Minute: Automatically Generated Video Previews. PCM (2) (2004)
Lalitha Agnihotri, Nevenka Dimitrova, John R. Kender
Design and evaluation of a music video summarization system. ICME (2004)
Cheng-Yu Wei, Nevenka Dimitrova, Shih-Fu Chang
Color-mood analysis of films based on syntactic and psychological models. ICME (2004)
Robert Turetsky, Nevenka Dimitrova
Screenplay alignment for closed-system speaker identification and analysis of feature films. ICME (2004)
Lalitha Agnihotri, Nevenka Dimitrova, John R. Kender, John Zimmerman
Study on requirement specifications for personalized multimedia summarization. ICME (2003)
Mingkun Li, Ishwar K. Sethi, Dongge Li, Nevenka Dimitrova
Region Growing Using Online Learning. CISST (2003)
Lalitha Agnihotri, Nevenka Dimitrova, Thomas McGee, Sylvie Jeannin, J. David Schaffer, Jan Nesvadba
Envolvable Visual Commercial Detector. CVPR (2) (2003)
Mingkun Li, Dongge Li, Nevenka Dimitrova, Ishwar K. Sethi
Audio-visual talking face detection. ICME (2003)
John Zimmerman, Nevenka Dimitrova, Lalitha Agnihotri, Angel Janevski, Lira Nikolovska
MyInfo: a personal news interface. CHI Extended Abstracts (2003)
Nevenka Dimitrova
Multimedia Content Analysis: The Next Wave. CIVR (2003)
John Zimmerman, Nevenka Dimitrova, Lalitha Agnihotri, Angel Janevski, Lira Nikolovska
Interface Design for MyInfo: a Personal News Demonstrator Combining Web and TV Content. INTERACT (2003)
Nevenka Dimitrova, Angel Janevski, Dongge Li, John Zimmerman
Who's that actor?: the InfoSip TV agent. ETP@MM (2003)
Lalitha Agnihotri, Nevenka Dimitrova, John R. Kender, John Zimmerman
Music videos miner. ACM Multimedia (2003)
Dongge Li, Nevenka Dimitrova, Mingkun Li, Ishwar K. Sethi
Multimedia content processing through cross-modal association. ACM Multimedia (2003)
Radu S. Jasinschi, Nevenka Dimitrova, Thomas McGee, Lalitha Agnihotri, John Zimmerman, Dongge Li, Jennifer Louie
A probabilistic layered framework for integrating multimedia content and context information. ICASSP (2002)
J. David Schaffer, Lalitha Agnihotri, Nevenka Dimitrova, Thomas McGee, Sylvie Jeannin
Improving Digital Video Commercial Detectors With Genetic Algorithms. GECCO (2002)
Nevenka Dimitrova, HongJiang Zhang, Behzad Shahraray, M. Ibrahim Sezan, Thomas S. Huang, Avideh Zakhor
Applications of Video-Content Analysis and Retrieval. IEEE Multim. 9 (3) (2002)
Norman Haas, Ruud M. Bolle, Nevenka Dimitrova, Angel Janevski, John Zimmerman
Personalized news through content augmentation and profiling. ICIP (2) (2002)
Lalitha Agnihotri, Nevenka Dimitrova, Mario Soletic
Multi-layered videotext extraction method. ICME (2) (2002)
Angel Janevski, Nevenka Dimitrova
Web information extraction for content augmentation. ICME (2) (2002)
Oktay Ibrahimov, Ishwar K. Sethi, Nevenka Dimitrova
The Performance Analysis of a Chi-square Similarity Measure for Topic Related Clustering of Noisy Transcripts. ICPR (4) (2002)
Dongge Li, Ishwar K. Sethi, Nevenka Dimitrova
Fast DCT-domain filtering using frequency division processing. IEEE Workshop on Multimedia Signal Processing (2002)
Oktay Ibrahimov, Ishwar K. Sethi, Nevenka Dimitrova
Novel similarity-based clustering algorithm for grouping broadcast news. Data Mining and Knowledge Discovery: Theory, Tools, and Technology (2002)
Nevenka Dimitrova, Radu S. Jasinschi, Lalitha Agnihotri, John Zimmerman, Thomas McGee, Dongge Li
Personalizing video recorders using multimedia processing and integration. ACM Multimedia (2001)
Nevenka Dimitrova, Lalitha Agnihotri, Gang Wei
Video Classification Using Object Tracking. Int. J. Image Graph. 1 (3) (2001)
Dongge Li, Ishwar K. Sethi, Nevenka Dimitrova, Thomas McGee
Classification of general audio data for content-based retrieval. Pattern Recognit. Lett. 22 (5) (2001)
Thomas McGee, Lalitha Agnihotri, Nevenka Dimitrova
Transcript Triggers for Digital TV. ICME (2001)
Lalitha Agnihotri, Kavitha V. Devara, Thomas McGee, Nevenka Dimitrova
Summarization of video programs based on closed captions. Storage and Retrieval for Media Databases (2001)
Oktay Ibrahimov, Ishwar K. Sethi, Nevenka Dimitrova
Clustering of Imperfect Transcripts Using a Novel Similarity Measure. SIGIR Workshop: Information Retrieval Techniques for Speech Applications (2001)
Radu S. Jasinschi, Nevenka Dimitrova, Thomas McGee, Lalitha Agnihotri, John Zimmerman, Dongge Li
Integrated multimedia processing for topic segmentation and classification. ICIP (3) (2001)
Dongge Li, Gang Wei, Ishwar K. Sethi, Nevenka Dimitrova
Fusion of visual and audio features for person identification in real video. Storage and Retrieval for Media Databases (2001)
Dongge Li, Gang Wei, Ishwar K. Sethi, Nevenka Dimitrova
Person identification in TV programs. J. Electronic Imaging 10 (4) (2001)
Gang Wei, Ishwar K. Sethi, Nevenka Dimitrova
Tracking faces of arbitrary views for video annotation. VCIP (2001)
Radu S. Jasinschi, Nevenka Dimitrova, Thomas McGee, Lalitha Agnihotri, John Zimmerman
Video scouting: an architecture and system for the integration of multimedia information in personal TV applications. ICASSP (2001)
Nevenka Dimitrova, Hong Heather Yu, Francis Galliano, Rob Koenen, Avideh Zakhor, Charles A. Bouman
Entry into the Content Forest: The Role of Multimedia Portals. IEEE Multim. 7 (3) (2000)
Lalitha Agnihotri, Nevenka Dimitrova
Video Clustering Using SuperHistograms in Large Archives. VISUAL (2000)
Gang Wei, Lalitha Agnihotri, Nevenka Dimitrova
TV Program Classification based on Face and Text Processing. IEEE International Conference on Multimedia and Expo (III) (2000)
Nevenka Dimitrova, Lalitha Agnihotri, Gang Wei
Video classification based on HMM using text and faces. EUSIPCO (2000)
Chitra Dorai, Ruud M. Bolle, Nevenka Dimitrova, Lalitha Agnihotri, Gang Wei
On the evolution of videotext description scheme and its validation experiments for MPEG-7. ACM Multimedia Workshops (2000)
Nevenka Dimitrova, Lalitha Agnihotri, Chitra Dorai, Ruud M. Bolle
MPEG-7 Videotext description scheme for superimposed text in images and video. Signal Process. Image Commun. 16 (1-2) (2000)
Nevenka Dimitrova, Lalitha Agnihotri, Radu S. Jasinschi, John Zimmerman, George Marmaropoulos, Thomas McGee, Serhan Dagtas
Video scouting demonstration: smart content selection and recording. ACM Multimedia (2000)
Nevenka Dimitrova, Herman Elenbaas, Thomas McGee, Eugene Leyvi, Lalitha Agnihotri
An Architecture for Video Content Filtering in Consumer Domain. ITCC (2000)
Nevenka Dimitrova, Thomas McGee, Lalitha Agnihotri, Serhan Dagtas, Radu S. Jasinschi
Selective video content analysis and filtering. Storage and Retrieval for Media Databases (2000)
Thomas McGee, Nevenka Dimitrova, Lalitha Agnihotri
ADVISO demonstration: a video content management system. ACM Multimedia (2) (1999)
Nevenka Dimitrova, Jacquelyn Martino, Lalitha Agnihotri, Herman Elenbaas
Color Superhistograms for Video Representation. ICIP (3) (1999)
Nevenka Dimitrova
Digital Video for the Time Impaired. IEEE Multim. 6 (2) (1999)
Nevenka Dimitrova, Rob Koenen, Hong Heather Yu, Avideh Zakhor, Francis Galliano, Charles A. Bouman
Video portals for the next century (panel session). ACM Multimedia (1) (1999)
Jacquelyn Martino, Nevenka Dimitrova, Lalitha Agnihotri, Herman Elenbaas
Color super-histograms for video representation: preliminary research and findings. SIGGRAPH Abstracts and Applications (1999)
Thomas McGee, Nevenka Dimitrova
Parsing TV programs for identification and removal of nonstory segments. Storage and Retrieval for Image and Video Databases (SPIE) (1999)
Nevenka Dimitrova
Multimedia Content Analysis and Indexing for Filtering and Retrieval Applications. Informing Sci. Int. J. an Emerg. Transdiscipl. 2 (1999)
Nevenka Dimitrova, Thomas McGee, Herman Elenbaas, Jacquelyn Martino
Video Content Management in Consumer Devices. IEEE Trans. Knowl. Data Eng. 10 (6) (1998)
Forouzan Golshani, Nevenka Dimitrova
A Language for Content-Based Video Retrieval. Multim. Tools Appl. 6 (2) (1998)
Nevenka Dimitrova, Thomas McGee, Herman Elenbaas
Video Keyframe Extraction and Filtering: A Keyframe is not a Keyframe to Everyone. CIKM (1997)
Nevenka Dimitrova, Mohamed Abdel-Mottaleb
Content-Based Video Retrieval by Example Video Clip. Storage and Retrieval for Image and Video Databases (SPIE) (1997)
Nevenka Dimitrova, Forouzan Golshani
Motion Recovery for Video Content Classification. ACM Trans. Inf. Syst. 13 (4) (1995)
Nevenka Dimitrova
The Myth of Semantic Video Retrieval. ACM Comput. Surv. 27 (4) (1995)
Nevenka Dimitrova, Forouzan Golshani
Rx for Semantic Video Database Retrieval. ACM Multimedia (1994)
Forouzan Golshani, Nevenka Dimitrova
Retrieval and delivery of information in multimedia database systems. Inf. Softw. Technol. 36 (4) (1994)
Forouzan Golshani, Nevenka Dimitrova
Design and Specification of Eva: a language for multimedia database systems. DEXA (1992)