Md Iqbal Hossain, Ph.D.,


Research Scientist
Department of Computer Science (CS)
The University of Arizona, USA

Email: hossain AT email.arizona.edu

http://linkedin.com/pub/iqbal-hossain/9/864/957

I work on information visualization, natural language processing and machine learning supervised by Prof. Stephen Kobourov.

CV
Google Scholar Profile

 Current Projects:

 

Institutional Knowledge Map (KMAP)
python, mongodb, django, google map api, docker, javascript, graphviz, gmap, java, apache lucene, nltk

Visualizing data from different view points
MDS, python, pytorch, autograd, THREE js, javascripts

Applying machine learning in the graph drawing area
Tensorflow, keras, python, jupyter notebook, Neural Network, image processing

Visualizing multi-layer network
Algorithms, python, Javascript, graphviz, HPC

Classifying and visualizing text data (Google Scholar and Pubmed data)
Text processing, logistic regression, neural network, python

Advance matching system for publication text
apache lucene, nltk, django, text processing

Small object detection using deep neural network
 
Faster R-CNN, YOLO, SSD, python tensorflow, ML model deployment
 
 
 
 
 
 
Recent Publications:
  1. Symmetry Detection and Classification in Drawings of Graphs at International Symposium on Graph Drawing and Network Visualization, 2019
  2. Multi-level tree based approach for interactive graph visualization with semantic zoom, 2019
  3. GRAM: Global Research Activity Map at Advanced Visual Interfaces (AVI '18). 2018
  4. Recognition and Drawing of Stick Graphs at International Symposium on Graph Drawing and Network Visualization, 303-316, 2018
  5. REMatch: Research Expert Matching System at International Symposium on Big Data Visual and Immersive Analytics (BVDA), 2018

Selected Publications:

Journal Papers :

  1. Md. Iqbal Hossain, Sammi Abida Salma, Md. Saidur Rahman and Debajyoti Mondal. A Necessary Condition and a Sufficient Condition for Pairwise Compatibility Graphs. Journal of Graph Algorithms and Applications ( JGAA), 2016, Accepted
  2. Carla Binucci, Emilio Di Giacomo, Md. Iqbal Hossain, and Giuseppe Liotta. 1-page and 2-page drawings with bounded number of crossings per edge. European Journal of Combinatorics, 2015, in press.
  3. Md. Iqbal Hossain and Md. Saidur Rahman, Good Spanning Trees in Graph Drawing, Journal of Theoretical Computer Science ( TCS), Elsevier, Vol 607, Part 2, pp. 149 - 165, 2015.
  4. Md. Iqbal Hossain and Md. Saidur Rahman, Straight-Line Monotone Grid Drawings of Series-Parallel Graphs, Journal of Discrete Mathematics, Algorithms and Applications ( DMAA), Vol. 07, no. 2, 2015.
  5. Md. Iqbal Hossain, Debajyoti Mondal, Md. Saidur Rahman, and Sammi Abida Salma, Universal Line-Sets for Drawing Planar 3-Trees. Journal of Graph Algorithms and Applications ( JGAA), Vol. 17, no. 2, pp. 59-79, 2013.
  6. Sammi Abida Salma, Md. Saidur Rahman, Md. Iqbal Hossain, Triangle-Free Outerplanar 3-Graphs are Pairwise
    Compatibility Graphs. Journal of Graph Algorithms and Applications ( JGAA),Vol. 17, no. 2, pp. 81-102, 2013.
  7. Abu Sayed Md. Latiful Hoque, Mohammad Mahfuzul Islam, Md. Iqbal Hossain and Md. Faysal Ahmed, Problem-based e-Learning and Evaluation System for Database Design and Programming in SQL. International Journal of e-Education, e-Business, e-Management and e-Learning ( IJEEEE), 2012 Vol.2(6): 537-542 ISSN: 2010-3654, Dubai, UAE, 2012.


Conference Papers :

  1. Randy Burd, Kimberly Andrews Espy, Md. Iqbal Hossain ,Stephen Kobourov, Nirav Merchant, and Helen Purchase. 2018. GRAM: Global Research Activity Map. In AVI ’18: 2018 International Conference on Advanced Visual Interfaces, AVI ’18, May 29-June 1, 2018, Castiglione della Pescaia, Italy, ACM, New York, NY, USA, https://doi.org/10.1145/3206505.3206531
  2. Md. Iqbal Hossain, Sammi Abida Salma and Md. Saidur Rahman. A Necessary Condition and a Sufficient Condition for Pairwise Compatibility Graphs. In Workshop on Algorithms and Computation ( WALCOM 2016), Lecture Notes in Computer Science( LNCS ), Springer, pp.107-113, 2016.
  3. Carla Binucci, Emilio Di Giacomo, Md. Iqbal Hossain and Giuseppe Liotta. 1-page and 2-page Drawings with Bounded Number of Crossings per Edge. In 26th International Workshop on Combinatorial Algorithms ( IWOCA 2015), Lecture Notes in Computer Science( LNCS), Springer, 2015.
  4. Md. Iqbal Hossain, Shaheena Sultana, Nazmun Nessa Moon, Tahsina Hashem and Md. Saidur Rahman, On Triangle Cover Contact Graphs. In Workshop on Algorithms and Computation ( WALCOM 2015), Lecture Notes in Computer Science( LNCS), Springer, pp.323-328, 2015.
  5. Md. Iqbal Hossain and Md. Saidur Rahman, Monotone Grid Drawings of Planar Graphs.
    8th International Frontiers of Algorithmics Workshop ( FAW 2014), Lecture Notes in Computer Science( LNCS), Springer, pp.105-116, 2014.
  6. Md. Iqbal Hossain , Shaheena Sultana, Aftab Hussain, Nazmun Nessa Moon and Md. Saidur Rahman, L-Shaped Drawings of Series-Parallel Graphs, Proceedings 18 th International Mathematics Conference 2014.
  7. Naima Khan, Nazifa Karima, Md. Saidur Rahman and Md. Iqbal Hossain, Orthogonal Grid Pointset Embeddings of Maximal Outerplanar Graphs, In Proceedings of International Conference on Electrical Engineering and Information Communication Technology ( ICEEICT 2014), IEEE, 2014.
  8. Md. Iqbal Hossain and Md. Saidur Rahman, Straight-Line Monotone Grid Drawings of Series-Parallel Graphs. International Computing and Combinatorics Conference ( COCOON 2013), Lecture Notes in Computer Science( LNCS), Springer, pp.672-679, 2013.
  9. Md. Iqbal Hossain, Debajyoti Mondal, Md. Saidur Rahman, and Sammi Abida Salma, Universal Line-Sets for Drawing Planar 3-Trees. In Workshop on Algorithms and Computation ( WALCOM 2012), Lecture Notes in Computer Science( LNCS), Springer, pp 136-147, Jan. 2012.
  10. Md. Iqbal Hossain and Muhammad Masroor Ali, SQL Query Based Data Synchronization in Heterogeneous Database Environment. In International Conference on Computer Communication and Informatics ( ICCCI 2012), IEEE, pp.1-5, 10-12 Jan. 2012.