• 
  Bhanu Prasad, Pawan Lingras, Ramakant Nevatia (Eds.): Proceedings of the 5th Indian International Conference on Artificial Intelligence, IICAI 2011, Tumkur, Karnataka State, India, December 14-16, 2011. IICAI 2011 ISBN 978-0-9727412-8-6

Keynote Speeches

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  Sargur N. Srihari: Probabilistic Graphical Models and Machine Learning. 1
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  Lorenza Saitta: Phase Transitions: A New Paradigm for Evaluating Complexity in Learning and other Complex Systems. 2
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  Raghu Krishnapuram: The "what", "why", and "how" of Mining Noisy Data. 3
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  Attilio Giordana: Smart-homes: A New Challenge for Artificial Intelligence. 4

Script and Text Processing

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  Indira Priya Darshini, V. N. Manjunath Aradhya, G. Hemantha Kumar: A Multistage Approach for Handwritten Kannada Numeral Recognition. 5-14
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  Krishna Dutta, Abhijit Mitra, Kandarpa Kumar Sarma: Assamese Numeral Recognition using Morphological Operations and Artificial Neural Network. 15-31
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  Ram Sarkar, Sanjay Moulik, Nibaran Das, Subhadip Basu, Mita Nasipuri, Dipak Kumar Basu: Word extraction from unconstrained handwritten Bangla document images using Spiral Run Length Smearing Algorithm. 32-46
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  D. S. Guru, K. B. Nagasundara, S. Manjunath: Indexing of offline signatures. 47-57
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  M. Sharmila Kumari, B. H. Shekar: On the use of phase of the discrete cosine transform for text detection in document images and video frames under variations in illumination. 58-70
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  Samir Malakar, Prasenjit Ghosh, Ram Sarkar, Nibaran Das, Subhadip Basu, Mita Nasipuri: An improved offline handwritten character segmentation algorithm for Bangla script. 71-90
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  V. Asha, Nagappa U. Bhajantri, P. Nagabhushan: Automatic Detection of Texture Defects using Texture-Periodicity and Chi-square Histogram Distance. 91-104
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  Pratibha Singh, Sapna Gulani, Ajay Verma, Narendra S. Chaudhari: An Intelligent Network for handwritten Devnagri Digit recognition using Structural features. 105-112
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  Pratibha Singh, Juhi Sabharwal, Ajay Verma, Narendra S. Chaudhari: An Efficient method for the Devnagri handwritten vowel recognition. 113-120

Face Recognition

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  G. Thippeswamy, B. H. Shekar: Face recognition based on discriminative fractional Discrete Cosine Transform. 121-130
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  Ganesh V. Bhat, K. K. Achary: Face Recognition with Single Training Image Per Person using 2DLDA in DCT Space. 131-138
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  Ahmed Hythem, Mohamed Jedra, Noureddine Zahid: Face Recognition Systems using 2DPCA+2DLDA Algorithm. 139-151
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  G. Mallikarjuna Rao, Praveen Kumar, Ankush Mittal, G. Vijaya Kumari, G. R. Babu: Exploration of Active Pixels in Intelligent Face Recognition for Constrained Mobile Systems. 152-166

Advanced Soft Computing for Pattern Recognition and Image Processing

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  D. S. Guru, P. B. Mallikarjuna, S. Manjunath, M. M. Shenoi: Cured Tobacco Leaves Grading: An Approach Based on Inter-Valued Data. 167-177
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  P. S. Hiremath, Jyothi R. Tegnoor: Fuzzy Logic Based Detection of Follicles in Ultrasound Images of Ovaries. 178-189
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  Manojit Chattopadhyay, Nityananda Das, Pranab K. Dan, Sitanath Majumdar: A Growing Hierarchical Self-Organizing Map approach for machine-part cell formation. 190-205
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  V. Asha, P. Nagabhushan, Nagappa U. Bhajantri: Unsupervised Detection of Texture Defects using Texture-Periodicity and Universal Quality Index. 206-217
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  Minavathi, S. Murali, M. S. Dinesh: Detection of Architectural Distortions with Spiculations in Mammograms by analyzing the structure of mammary glands. 218-230

Evolutionary Computation and Neural Networks

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  Ratnadip Adhikari, R. K. Agrawal: Effectiveness of PSO Based Neural Network for Seasonal Time Series Forecasting. 231-244
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  Anindya Sarkar, Abhirup Saha, Bipan Tudu, Nabarun Bhattacharyya, Rajib Bandyopadhyay: Discrimination of Black Tea Quality using Electronic Nose: A GA based approach. 245-255
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  Tad Gonsalves, Kiyoshi Itoh: Customer satisfaction and cost optimization in service systems. 256-267
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  Manoj Agarwal, Lovekesh Vig, Naveen Kumar: MORCFA: A Multiple Objective Robot Coalition Formation Algorithm. 268-279
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  Sheena Sharma, C. M. Markan: Comparison between two Biologically Inspired Algorithms: 'Cepstral and Phase Method' for Stereoscopic Depth Estimation. 280-287
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  P. Konar, P. Chattopadhyay: Shaft orbit pattern recognition for fault diagnosis of Induction motor using Neural Network. 288-304
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  Anima Majumder, Rituparna Datta: Fitness Function Evaluation of parallel transmitted tomographic image Reconstruction using Genetic Algorithms. 305-315
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  Parismita Gogoi, Kandarpa Kumar Sarma: ANN-assisted Booth Multiplier for Design of Convolutional Encoder for Application in Wireless Communication. 316-332
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  Anuradha Purohit, Arpit Bhardwaj, Aruna Tiwari, Narendra S. Chaudhari: Handling the Problem of Code Bloating to Enhance the Performance of Classifier Designed Using Genetic Programming. 333-342
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  Trapti Jain, Arvind Jain: Implementation of Artificial Neural Networks in Real Time Power System: Challenges and Issues. 343-352
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  Ashish M. Gujarathi, Saumitra Purohit, Rohan Manchanda, Debabrata Ghosh: Differential Evolution using Jumping Genes Adaptation. 353-370

Classification, Clustering, and Machine Learning

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  E. Umamaheswari, T. V. Geetha: UNL based Context Clustering for News Event Detection. 371-381
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  G. Kishor Kumar, P. Viswanath, A. Ananda Rao: Intrusion Detection Using an Ensemble of Decision Trees. 382-392
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  Vinay K., Ashok Rao, Hemanthakumar G.: Comparative Study on Performance of Single Classifier with Ensemble of Classifiers in Predicting Radiological Experts Ratings on Lung Nodules. 393-403
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  Amir Rajaei, Lalitha Rangarajan: Classification of Radiology Images using Histogram and Moments of Segmented Region. 404-414
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  H. K. Chethan, G. Hemantha Kumar, Ranjit K. N.: An Approach towards Illumination Reduction and Comparative Analysis of Feature Extraction Methods for Camera Captured Documents. 415-426
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  S. M. Renuka Devi, Chakravarthy Bhagvati: A Novel Method for Long Term Learning using Cluster Merging. 427-440
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  Marzieh Davoodabadi, Hamid Beigy: A new method for discovering subgoals and constructing options in reinforcement learning. 441-450
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  Peng Zhang, Manish Joshi, Pawan Lingras: Clustering of Products to Identify Optimal Inventory Prediction Models. 451-464
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  Rajkumar Jain, Narendra S. Chaudhari: Formulation of 3-Clustering as a 3-SAT Problem. 465-472

Theory and Algorithms

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  L. Saitta: Abstract Graphical Models for Approximate Inference. 473-487
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  Azam Amin Abshouri, Babak Nasiri, Mohammad Reza Meybodi: New Firefly Optimization Algorithm based On Learning Automata. 488-497
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  Bama Srinivasan, Ranjani Parthasarathi: Mimamsa Inspired Representation of Actions (MIRA). 498-517
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  Zoran Majkic, Bhanu Prasad: Binary Sequent Calculi for Finite Many-valued Logics. 518-537
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  Miroslaw Szaban, Franciszek Seredynski: Cellular Automata Application in Cryptography. 538-552
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  V. Masilamani, F. Sweety, S. Annadurai, D. G. Thomas, T. Kalyani: Algorithms for Reconstruction of Triangular and Hexagonal Arrays. 553-565
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  Roman Bazylevych, Rémy Dupas, Bhanu Prasad, Bohdan Kuz, Roman Kutelmakh, Lubov Bazylevych: A Parallel Approach for Solving a Large-Scale Traveling Salesman Problem. 566-579
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  S. M. Saroja Theerdus Kalavathy, P. Helen Chandra: k - Context Free Puzzle Grammar and Languages. 580-589
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  Narendra S. Chaudhari: 3-CNF-Satisfiability in Polynomial Time. 590-609
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  Jaya Thomas, Narendra S. Chaudhari: Two Approaches for Hamiltonian Circuit Problem using Satisfiability. 610-617
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  Kaninda Musumbu: Optimization Strategy apply to an Attribute Algorithm for the Abstract Interpretation. 618-631
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  Alexander Bolotov, Vasilyi Shangin: Natural Deduction System in Paraconsistent Setting: proof search for PCont. 632-640

Data Mining Driven Systems

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  Jhimli Adhikari, P. R. Rao, Witold Pedrycz: Mining Icebergs in Time-Stamped Databases. 641-660
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  S. A. Arul Shalom, Manoranjan Dash, Minh Tue Vo Thanh: Comparative Study of Efficient Parallel Computations for Clustering on Desktop Computers with GPU. 661-673
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  Kapil Kumar Jhunjhunuwala, Rahul Verma, Abhishek Anurag, Akshit Kawatra, Praveen Ranjan Srivastava: Test Case Optimization using Mining Patterns. 674-692

Artificial Intelligence in Software Testing, Quality and Reliability

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  Bharavi Mishra, K. K. Shukla: Support Vector Machine Based Fuzzy Classification Model for Software Fault Prediction. 693-708
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  Madhuri Gopal, G. S. Mahalakshmi, V. Vani: Knowledge Modeling From Software Documentation. 709-724
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  Praveen Ranjan Srivastava, Monica Chis, Suash Deb, Xin-She Yang: Path Optimization for Software Testing: An Intelligent Approach using Cuckoo Search. 725-732

Data Mining Techniques in Cyber Security

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  Shankar Lal, Parag Kulkarni, Amarjit Singh: Instance Based Dynamic Feature Selection for Network Traffic Monitoring. 733-755
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  Namita Tiwari, Sahadeo Padhye: An ID-based Designated Verifier Proxy Signature Scheme without Bilinear Pairing. 756-766
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  K. Joshil Raj, Vidyavati S. Nayak, Valadi K. Jayaraman: Ant Miner Based Intrusion Detection System with Various Feature Selection Algorithms. 767-786
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  Nikita Gupta, Shankar Lal: Real Time Rough Set based Behavior Cluster Modeling System. 787-802

Semantic Web and Information Retrieval

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  Kokil Jaidka, Christopher S. G. Khoo, Jin-Cheon Na: Automatic Literature Review Generation - Conducting a Comparison of Research Papers. 803-811
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  K. Saruladha, G. Aghila, A. Bhuvaneswary: Computing Information Content based Semantic Similarity for Multiple Biomedical Domain and their Application to Information Retrieval on Medline. 812-829
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  Y. Syed Mudhasir, S. Sendhilkumar: Near-Duplicates Detection and Filtering in Web Search using Focused Crawler. 830-849
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  Namita Mittal, Gaurav Gupta, Hemant Mangal: Ontology-based Retrieval System Using Semantic Indexing. 850-862

Speech, Audio, Video and Image Processing using AI

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  Ashish Phophalia, Suman K. Mitra: Parameter Learning of Spatially Variant Finite Mixture Model using Bayesian Sampling-Resampling for MR Images. 863-869
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  Prasanth Monangi, Priti P. Rege: Historical Color Document Image Enhancement using Adaptive Binarization Method. 870-886
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  Mousami Munot, Madhuri Joshi, Pabitra Mitra: Genetic Algorithm Incorporates with Rough Set Theory: Application to Automated Karyotyping. 887-901
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  Sandeep Juneja, Mehul S. Raval, M. V. Joshi: ICA Based Traitor Tracing Scheme. 902-912
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  Chetana Prakash, Suryakanth V. Gangashetty: Fourier - Bessel based Cepstral Coefficient Features for Text-Independent Speaker Identification. 913-930
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  Hasan Fleyeh, Nizam U. Bhuiyan, Rubel Biswas: Prohibitory Traffic Signs Detection Using LVQ and Windowed Hough Transform. 931-941
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  Rohan Shah, Kedar Chandrayan, Preeti Rao: Efficient Broadcast Monitoring using Audio Change Detection. 942-955
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  Elham Dallalzadeh, D. S. Guru, S. Manjunath, M. G. Suraj: Corner-Based Tracking of Moving Vehicles in Traffic Videos. 956-969
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  Niraj Kumar, Piyush Rai, Chandrika Pulla, C. V. Jawahar: Video Scene Segmentation with a Semantic Similarity. 970-981
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  Dipjyoti Sarma, Kandarpa Kumar Sarma: Real Time Pre-Processing Filter Design for a Speech Processing System using TMS320C6713. 982-993
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  B. S. Mahanand, M. Aswatha Kumar: Brain Morphometric Analysis on Alzheimer's Disease Magnetic Resonance Images. 994-1005
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  Debanga Raj Neog, Yuji Iwahori, M. K. Bhuyan, Robert J. Woodham, Kunio Kasugai: Shape from an Endoscope Image using Extended Fast Marching Method. 1006-1015
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  M. C. Hanumantharaju, M. Ravishankar, D. R. Ramesh Babu, V. N. Manjunath Aradhya: An Efficient Metric for Evaluating the Quality of Color Image Enhancement. 1016-1026
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  P. K. Nanda, Sucheta Panda: Color Image Segmentation using Constrained Compound Markov Random Field Model and Homotopy Continuation Method. 1027-1046
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  Ahmad Ali Abin, Farzaneh Mahdisoltani, Hamid Beigy: A New Image Segmentation Algorithm: A Community Detection Approach. 1047-1059
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  H. Verma, R. K. Agrawal: Automatic Segmentation of MRI Brain Image using Type-3 Fuzzy C-Means Clustering Algorithm. 1060-1069
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  D. S. Guru, Y. H. Sharath Kumar, S. Manjunath: Classification of Flowers based on Whorl Region. 1070-1088
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  S. S. Mirkamali, P. Nagabhushan: Depth-Wise Segmentation of a 3D Image Using its Depth Map: An Entropy-Based Approach. 1089-1099

Advances in Web Intelligence and Data Mining

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  Muhammad Abulaish, Jahiruddin, Lipika Dey: A Statistical Approach for Automatic Keyphrase Extraction. 1100-1112
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  Tanvir Ahmad, Mohammad Najmud Doja: Mining Sequential Features and Opinion Words in User Generated Contents. 1113-1124
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  Farheen Siddiqui, Afshar Alam: Ontology Based Application Model for Feature Driven Development. 1125-1137
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  J. Deepika, G. S. Mahalakshmi: Journal Impact Factor: A Measure of Quality or Popularity?. 1138-1157
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  R. Thiyagu, S. Sendhilkumar: Ontology based Sentiment Classification. 1158-1169

Nonstationary Signal Analysis Methods and Applications

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  Jayanth Kumar Talasila, Pradip Sircar: Parameterizing Speech Phonemes by Exponential Sinusoidal Model. 1170-1185
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  Rajesh K. Pandey, Vineet K. Singh, S. Singh: Computation of Fourier Bessel Transform Using Hybrid Functions. 1186-1199
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  G. Ramamurthy, Spoorthy S.: The Warped Chirp Z-Transform. 1200-1206
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  K. V. Arya, Krishan Pal: An Efficient Face Recognition System Using ICA and Moment Invariants. 1207-1215
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  Pooja Jain, Ram Bilas Pachori: A New Approach for Glottal Closure Instants Detection from Speech Signals. 1216-1231
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  Varun Bajaj, Ram Bilas Pachori: Application of the Sample Entropy for Discrimination between Seizure and Seizure-Free EEG Signals. 1232-1247
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  Yogesh Pandya, Anand Parey: Fault detection of a two-stage gearbox with artificially induced gear crack using vibration monitoring. 1248-1260
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  Abhishek Rawat, R. N. Yadav, S. C. Shrivastava: Beamwidth Prediction of DPA Smart Antenna Using Support Vector Machine. 1261-1270
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  Vidhi Rawat, Alok Jain, Vibhakar Shrimali: Analysis and Assessment of Ultrasound Images for Fetal Biometry Using Morphological Operators. 1271-1279
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  Ram Bilas Pachori, David J. Hewson: Identification of Time-Varying Effects of Sensory Perturbations for Postural Stability Analysis. 1280-1292

AI Applications in Agriculture and Social Sciences

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  Sudeep Marwaha, Arijit Saha, V. K. Yadav: Ontology based Expert System for Varietal Selection of Maize. 1293-1313
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  Dongre V. B., R. S. Gandhi, Anand Prakash Ruhil, Gupta R. K., Singh R. K.: Prediction of first lactation 305-day milk yield based on weekly test day records using artificial neural networks in Sahiwal Cattle. 1314-1324
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  Amrender Kumar, Ranjana Agrawal: A prediction model for Alternaria blight in Mustard Crop Based on Artificial Neural Network. 1325-1334
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  Rajni Jain, Samimul Alam A. K. M., Alka Arora: Software Process Model for Total Factor Productivity of Agriculture. 1335-1352
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  Goutami Chattopadhyay, Surajit Chattopadhyay: Multivariate estimation of potential evapotranspiration during summer monsoon using artificial neural network over Gangetic West Bengal. 1353-1361

User-Centric Recommendations on World Wide Web

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  V. Jagadish, G. Hariharan, T. Kathirvel, T. V. Geetha: Adaptive Personalization and Presentation of Recommendations to Learners (APPRL) using Latent Dirichlet Allocation. 1362-1375
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  K. M. Anil Kumar, Suresha: A Two Phase Semantic Approach to Detect Web Users' Opinion. 1376-1389
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  Deepa Anand, Kamal K. Bharadwaj: Tackling the Sparsity Problem in Recommender Systems by Leveraging on Indirect User-User and Item-Item Similarity. 1390-1404

Advances in Natural Language Computing

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  J. Balaji, T. V. Geetha, Ranjani Parthasarathi, Madhan Karky: Anaphora Resolution in Tamil using Universal Networking Language. 1405-1415
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  M. Anusuya, G. Kasthuri, Pooja V. Rao, T. V. Geetha: Popular Trend Summarization System. 1416-1426
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  C. N. Subalalitha, Ranjani Parthasarathi: A Language Independent Rhetorical Structure Framework Using Universal Networking Language. 1427-1440
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  Bevin Sousheel Bhagianath, S. Lakshmana Pandian: UNL Deconverter for Malayalam. 1441-1450

Applications

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  Kumaravelan Gopalakrishnan, Sivakumar Ramakrishnan: Adaptive Learning Approach using Learning Automata for Dialogue Management Optimization. 1451-1463
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  Vani V, R. Pradeep Kumar, S. Mohan, Esrah Livingston: Application and Evaluation of Open Wonderland in Constructing Web based 3D Virtual World: A Case Study. 1464-1483
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  Rejaul Karim Barbhuiya, Khurram Mustafa, Suraiya Jabin: Design Perspectives of Intelligent Tutoring System. 1484-1495
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  Jai Hari Raju J., Indhu Reka P., Nandavi K. K., Madhan Karky: On Interestingness Modeling and Humanness Evaluation for Generating Tamil Summary of a Cricket Match. 1496-1504
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  Udit Kr. Chakraborty, Samir Roy: Fuzzy Automata Inspired Intelligent Assesment of Learning Achievement. 1505-1518
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  Bhattacharya S., Roy S.: Intelligent Scaffolding System Based on Fuzzy Agent for an e-learning environment. 1519-1531
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  M. A. Jayaram, Pooja Priyadarshini, Nandeesh, T. S. Umesh: A Data Driven Fuzzy Inference System for Parametric Modeling of Water Quality. 1532-1542

Miscellaneous Topics

• 
  Paramjeet Singh Rajpal: Reliability Modeling and Analysis of Helicopter Operations using Discrete-Event Simulation. 1543-1560
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  Giruba Beulah S. E., Madhan Karky V., Karthika Ranganathan, Suriyah M.: Pleasantness Scoring Models for Tamil Lyrics. 1561-1571
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  Zahid Akhtar, Mohammed Rizwan, Sandeep Kale: Performance and Security of Biometric Fusion against Spoof Attacks. 1572-1586
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  Mohammad Imran, Ashok Rao, Hemanthakumar G.: Extreme Subjectivity of Multimodal Biometrics Solutions: Role of Strong and Weak modalities / features information. 1587-1600
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  Lovekesh Vig, Ashish Gupta, Abhinandan Basu: On the relation between hunger, dopamine and action rate. 1601-1617
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  Vineet Padmanabhan, Abdul Sattar, Guido Governatori, Kollapalli Ramesh Babu: Incorporating Temporal Planning Within a BDI Architecture. 1618-1636
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  Elpida Tzafestas: Cultural Dynamics, Clashes and Stability. 1637-1658
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  Ioannis Vagias, Elpida Tzafestas: On the sociocognitive origins of emergent languages in interacting linguistic communities. 1659-1673

Short Papers and/or Work in Progress

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  Shyamal Misra, R. B. V. Subramanyam: Mining Sentiments from Micro-blogs. 1674-1688
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  Jagdish Lal Raheja, M. B. L. Manasa, Ankit Chaudhary, Shekhar Raheja: ABHIVYAKTI: Hand Gesture recognition using Orientation histogram in different light conditions. 1689-1700
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  Sonai Ray, Monjur Alam: An Adaptive Hebbian Learning Based Neural Network Scheme to Solve Discrete Logarithm Problem. 1701-1709
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  Samir Karmakar, Rajesh Kasturirangan: Metaphors and Creativity: Constructing Meaning in Language. 1710-1717
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  Jambhlekar Pushkar Arun: Performance evaluation of parallel Multi-objective particle swarm optimization. 1718-1729
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  M. Basavanna, P. Shivakumara, S. K. Srivatsa, G. Hemantha Kumar: A New Run Length based Method for Scene Text Detection. 1730-1736
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  Namita Mittal, P. Ashok Rao, Srinivas Jinde, Abhinav Gupta, K. Adhikari: Clustering of XML Documents on the basis of Content and Structure. 1737-1746
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  J. Deepika, G. S. Mahalakshmi: Comparative Evaluation of Text Similarity Detection in Research Publications. 1747-1760