Maryam S. Mirian

RoboLab

RoboLab

Publications



 

Attention Control Learning and Concept Learning


H.Firouzi, M.Nili, B.Araabi,S.Amizadeh, M.S. Mirian, R.Siegwart,
Interactive Learning in Continuous Multimodal Space:
A Bayesian Approach to Action-Based Soft Partitioning and Learning,
IEEE TRANSACTIONS ON AUTONOMOUS MENTAL DEVELOPMENT, VOL. 4, NO. 2, JUNE 2012
.

 Maryam S. Mirian, Majid Nili Ahmadabadi, Babak N.Araabi, Roland Siegwart,
"METAL: Mixture of Experts task and attention learning",
Journal of Intelligent and Fuzzy systems, 23 (2012) 111–128.

Maryam S. Mirian, Majid Nili Ahmadabadi, Babak N. Araabi, Roland R. Siegwart,
 "Learning Active Fusion of Multiple Experts' Decisions: An Attention-based Approach",
Neural Computation, MIT Press,
Feburary 2011, Vol. 23, No. 2, Pages 558-591. (The main source is here)

Maryam S. Mirian, Majid Nili Ahmadabadi, Babak N. Araabi, Mohammad M. Ajallooeian,
Learning with which Expert to Consult Next, Case study: Arrythmia Diagnosis”,
International Journal of Innovative Computing, Information and Control (IJICIC),
Volume 7, Number 1, January 2011, pp. 289–299.


Maryam S. Mirian, Majid Nili Ahmadabadi, Babak N. Araabi, Roland R. Siegwart,
 "Comparing Learning Attention Control In Perceptual and Decision Space",
LNAI 5395, pp. 242-256, 2009, Springer-Verlag Berlin Heidelberg 2009.

 Maryam S. Mirian, Majid Nili Ahmadabadi, Hadi Firouzi,
Babak N. Araabi, and Roland R. Siegwart,
"A Novel Framework for Learning Attention Control in a multi-dimensional sensory space"
IEEE IROS'08 Workshop on Robotics Challenges for Machine Learning II,
Sep. 2008, Niece, France.

 Maryam S. Mirian, Hadi Firouzi, Majid Nili Ahmadabadi, Babak N. Araabi,
"Concurrent learning of Task and attention in the decision space",
in 2009 IEEE/ASME proceeding of Conference on Advanced Intelligent Mechatronics,
pp. 1353-1358, Singapore, 14-17 July 2009.

 N. Noori, M. Nili, M. S. Mirian, B. N. Araabi,
"Speeding up Top-Down Attention Control Learning by Using Full Observation Knowledge",
 in 2009 IEEE International Symposium
on Computational Intelligence in Robotics and Automation (CIRA2009),
Daejeon, Korea, Dec. 15-18 2009.

 H.Vosughpour, M. Nili, Maryam S. Mirian,
"Hierarchical Functional Concept Formation using Reinforcement Learning",
Proceeding of WCECS 2007, ICMLDA.

 Maryam S. Mirian, Babak N. Araabi,
"Image Retrieval Using image Query by means of color Histograms
and Number of straight lines of the image" (In FARSI),
3rd Conf on Machine Vision and Image Processing, pp 30-37, MVIP 2005,
Tehran, Iran.

Multi-agent Fault Tolerance

Maryam S. Mirian, Majid Nili Ahmadabadi, Babak Nadjar Araabi,
 "A Fault Tolerant Multi-Agent System with Non-Deterministic
Decision-Making for Task Allocation",
Accepted in ERSA'03, June 23-26, 2003, Las Vegas, Nevada, USA.

 Maryam S. Mirian, Majid Nili Ahmadabadi, Zainalabedin Navabi,
" A New Task Redistribution Method for Fault Clearing in Multi-agent Systems",
Proc. of IEEE International Conference on Systems, Man and Cybernetics,
Vol. 2, October 6-9, 2002, Hammamet, Tunisia.

 Maryam S. Mirian, Majid Nili Ahmadabadi, Zainalabedin Navabi,
"Evaluating Task Redistribution Methods for Fault Clearing in Multi-Agent Systems",
ERSA'02, pp 219-225, Las Vegas, USA, May 2002.

 Maryam S. Mirian, Majid Nili Ahmadabadi, Zainalabedin Navabi,
"Agent's Role Reconfiguration Based on Decision-Making for
Distributed Fault Recovery in Multi Agent Systems, AIM'02,
Workshop of EURASIA-ICT 2002, pp 289-293, Shiraz, Iran, Oct. 2002.

 Maryam S. Mirian, Majid Nili Ahmadabadi, Zainalabedin Navabi,
"A Decision-Making based Approach for Fault-Handling
in Multi-Agent Systems, ICONIP'02, Vol.4, pp 1905-1910,
Singapore, Nov. 2002.

 Maryam S. Mirian, Majid Nili Ahmadabad,
"A Multi-agent Perspective to Fault Clearance",
8th Annual Conference of Computer Soceity of Iran, CSICC2003 (in FARSI)

 Maryam S. Mirian, Majid Nili Ahmadabad,
"Application of Task Redistribution in Non-Homogenous
Multi-agent Systems to Improve Fault Tolerance",
9th Annual Conference of Computer Soceity of Iran,  CSICC2004 (in FARSI)

 N.Zarei, Majid Nili Ahmadabadi, A.R. Vali, Maryam S. Mirian, 
"Knowledge Abstrction and Transfer through Reinforcement Learning",
2nd Joint Congress on Fuzzy and Intelligent Systems,
 Oct. 2008. (in FARSI)


This is my M.Sc. Thesis (in FARSI): Help Provision, a method to
improve the level of Fault-Tolerance of Multi-agent systems.

Query Processing, Text Mining and Automatic Content Creation

Maryam S. Mirian , Mahmoud R. Hejazi,
"Using Neural Classifier to Extract User Question Goal",
2nd Neurosciences Conference, May 2002, IPM, Iran Tehran.

Kambiz Badie, Mahmood Kharrat, Maryam Tayefeh Mahmoudi,
Maryam S. Mirian
, Sogol Babazadeh, Tahereh Mirsaeed Ghazi,
 "Creating Contents based on Inter-play Between the
Ontologies of Contents Key Segments and Problem Context",
published in 2009 Computation World (The main source is here)


M.R. Hejazi, Maryam S. Mirian, K. Neshatian,B.R. Ofoghi, E. Darrudi,
Telecommunication Question Answering System,
Journal of  Society of Coputer Engineering of Iran, 1383, In FARSI.

Knowledge Network

         Leila Beig, Maryam S. Mirian, Mahmood Kharrat, Atieh Ghazi,
"A Framework for the Assessment of Knowledge Management in Learning Organizations",
ECKM2011