Program - International Conference on Connected Systems & Intelligence (CSI'22)/International Symposium on Intelligent Informatics (ISI'22)

Wednesday, August 31 9:00 - 10:30 (Asia/Kolkata)

Conference Registration

Room: Registration Desk, Ground Floor Entrance

Wednesday, August 31 9:30 - 10:30 (Asia/Kolkata)

Conference Inauguration

Room: Gallery Hall, Ground Floor (Ground Floor- 45)

Wednesday, August 31 10:30 - 10:50 (Asia/Kolkata)

Tea Break

Room: Ground Floor, Near HDFC ATM

Wednesday, August 31 10:50 - 12:00 (Asia/Kolkata)

Keynote: From Smart Sensing to Smart Living in a Connected World

Dr. Sajal K. Das, Missouri University of Science and Technology, USA
Room: Gallery Hall, Ground Floor (Ground Floor- 45)

Wednesday, August 31 12:00 - 13:00 (Asia/Kolkata)

Keynote (online): Towards Extreme Bandwidth Communications

Dr. Mohamed-Slim Alouini, King Abdullah University of Science and Technology (KAUST)
Room: Gallery Hall, Ground Floor (Ground Floor- 45)

Abstract: A rapid increase in the use of wireless services over the last few decades has led to the problem of radio-frequency (RF) spectrum exhaustion. More specifically, due to this RF spectrum scarcity, additional RF bandwidth allocation, as utilized in the recent past over "traditional bands", is not anymore enough to fulfill the demand for more wireless applications and higher data rates. The talk goes first over the potential offered by extreme band communication (XB-Com) systems to relieve spectrum scarcity. Indeed, mm-wave, THz, and free space optics broadband wireless systems recently attracted several research interests worldwide due to the progress in electronics and photonics technologies. By utilizing these extreme frequency bands and employing extreme large bandwidths, the 6G target data rates over 100 Gbps could be achieved. The talk then summarizes some of the challenges that need to be surpassed before such kinds of systems can be deployed. For instance, it explains how the THz transmission band has immunity against the fog compared with the optical one, while being affected by the rain as it is the case for the mm-wave band. Finally, the talk offers an overview of some recent studies illustrating how these different XB-Com technologies can collaborate to increase emerging and future networks' reliability and coverage while maintaining their high capacity.

Wednesday, August 31 13:00 - 13:45 (Asia/Kolkata)

Lunch Break

Room: Dining Area (Hostel Block)

Wednesday, August 31 13:45 - 14:30 (Asia/Kolkata)

Keynote (online): The Massive Access Problem of the IoT

Dr. Erol Gelenbe, Institute of Theoretical and Applied Informatics, Polish Academy of Sciences, Poland
Room: Gallery Hall, Ground Floor (Ground Floor- 45)

Wednesday, August 31 14:40 - 17:30 (Asia/Kolkata)

CSI - S0-A: Intelligent Systems and Techniques (Offline Presentation)

First Floor - Room 116
Chair: Sumedha Arora (Kerala University of Digital Science Innovation and Technology, India)
14:40 Residual Networks and Deep-Densely Connected Networks for the Classification of OCT Images Regular Paper
Mili Rosline Mathews (College of Engineering Attingal, India); S M Anzar (TKM College of Engineering, Kollam, Kerala, India)
CSI'22
14:55 An intelligent system for taurine breed recognition: preliminary results Regular Paper
Fulbert Bembamba (Université Norbert Zongo, Burkina Faso); Tounwendyam Frederic Ouedraogo (University Norbert ZONGO, Burkina Faso); Malo Sadouanouan (Université Nazi BONI, Burkina Faso); Bernadette Yougbare (Centre National de Recherche Scientifique Technologique, Burkina Faso); Dominique Ouedraogo (Centre Universitaire de Ziniaré, Burkina Faso)
CSI'22
15:10 Text Pre-Processing Methods on Cross Language Information Retrieval Regular Paper
Sakthi Vel S. (University of Kerala & Centre for Development of Imaging Technology (C-DIT), India); Priya R (University of Kerala, India)
CSI'22
15:25 Gesture based Real-Time Sign Language Recognition System Regular Paper
Tiya Ann Siby, Sonam Pal, Jessica Arlina and Shamanth Nagaraju (Christ University, India)
CSI'22
15:40 EAC: Energy-Aware Caching Scheme for Internet of Thing using ICN Regular Paper
Geetu Dhawan (Malaviya National Institute of Technology Jaipur, India); Arka Prokash Mazumdar (Malaviya National Institute of Technology, India); Yogesh Meena (Malaviya National Institute of Technology Jaipur, India)
CSI'22

CSI S1: Internet of Things(IoT)/Security

Chair: Preetam Mukherjee (Kerala University of Digital Sciences, Innovation and Technology, India)
14:40 Automatic sensor test station using Raspberry pi Regular Paper
Sreejithlal A (Indian Space Research Organization & Vikram Sarabhai Space Centre, India); Syam N, Letha M and Madhusoodanan M (Indian Space Research Organization, India)
CSI'22
14:55 Augmented Reality Enabled Internet of Things- A few Case Studies Regular Paper
Lokesh Emani, Sreekar K, Srikar V, Dinesh Chandra S and Reddy C S s (SASTRA Deemed University, India); Anjan Dash (SASTRA Deemed University)
CSI'22
15:10 Digital Twin framework for material handling and logistics in Manufacturing: Part 1 Regular Paper
Ganesh Mangavu and Ahamed Rizvi M (SASTRA University, India); Arunbhaarathi Anbu (Northeastern University, India)
CSI'22
15:25 Truth Inference in Crowdsourcing Under Adversarial Attacks Regular Paper
Ayswarya R Kurup (Amrita Vishwa Vidyapeetham, Amritapuri, India & Providence College of Engineering, Chengannur, Kerala, India); G. p. Sajeev (Govt Engineering College Wayanad & Amrita Vishwa Vidyapeetham, India); Swaminathan Jayaraman (Amrita Vishwa Vidyapeetham, India)
CSI'22
15:40 IOT Based Contactless Visitor Approval and Parcel Sanitization System For COVID -19 Regular Paper
Saloni Sanjeev Koshe, Shreyas Khandekar, Sriharipriya C, Sumathi G and Sujatha Rajkumar (Vellore Institute of Technology, India)
CSI'22
15:55 The factors for choosing among NB-IoT, LoRaWAN, and Sigfox radio communication technologies for IoT networking Regular Paper
Esad Kadusic (University of Sarajevo, Bosnia and Herzegovina); Christoph Ruland and Natasa Zivic (University of Siegen, Germany); Narcisa Hadzajlic (University of Zenica, Bosnia and Herzegovina)
CSI'22
16:10 Neural Network Detector in Mobile Molecular Communication for Fast Varying Channels Regular Paper
Upendra Kumar Agrawal (IIIT Naya Raipur, India); Amit Kumar Shrivastava (Indian Institute of Science, Bangalore, India); Debanjan Das and Rajarshi Mahapatra (IIIT Naya Raipur, India)
CSI'22
16:25 Security Challenges Prospective Measures In The Current Status of Internet of Things (IoT) Regular Paper
Ranjith J (Vellore Institute of Technology, India); Vergin Sarobin (Vellore Institute of Technology, Chennai, India)
CSI'22
16:30 A Cyber-Physical RPM Variometer using MQTT Protocol for Real-time Continuous Data-Acquisition Regular Paper
Pawan Kumar and Nilanjan Chattaraj (National Institute of Technology, Durgapur, India)
CSI'22

CSI S2: Artificial Intelligence and Machine learning

Chair: Bhargavi MS (Bangalore Institute of Technology, India)
14:40 Personalized Fashion Recommendation Using Nearest Neighbor PageRank Algorithm Regular Paper
Urvi Sharma (India); G. p. Sajeev (Govt Engineering College Wayanad, India); Siji Rani (University, India)
CSI'22
14:55 Noisy Sonar Image Segmentation using Reptile Search Algorithm Regular Paper
Shweta Rajput, Resham Chawra, Palash Wani and Satyasai Jagannath Nanda (Malaviya National Institute of Technology Jaipur, India)
CSI'22
15:10 Deep Learning Classification of Fetal Cardiotocography Data with Differential Privacy Regular Paper
Ashish K Lal and S Karthikeyan (Banaras Hindu University, India)
CSI'22
15:25 Improved Bi-Channel CNN For Covid-19 Diagnosis Regular Paper
Nivea Kesav (Cochin University Of Science And Technology, India); Jibukumar Mangalathu Gopalakrishnan (Cochin University, India)
CSI'22
15:40 Red Palm Weevil Detection System for Early Warning and Mitigation of Crop Loss Regular Paper
Parvathy S R and Deepak Jayan P (Centre for Development of Advanced Computing (C-DAC), India); Nimmy Pathrose (SEG, CDAC, India); KR Rajesh (Centre for Development of Advanced Computing (CDAC), India); Lekshmy Janardhanan R and James Varghese (Centre for Development of Advanced Computing (C-DAC), India); Vishnu S (CDAC, India); Nimmy Mathew (Centre for Development of Advanced Computing, Trivandrum, India); Sujith B Kallara (Centre for Development of Advanced Computing (C-DAC), India)
CSI'22
15:55 Enhanced edge offloading using Reinforcement learning Regular Paper
Abhishek Jain (K. K. Birla Institute of Technology and Science, India); Neena Goveas (BITS Pilani K K Birla Goa Campus, India)
CSI'22
16:10 Sliding Temporal Window-based Feature Extraction with K-means Clustering for Zagros (Iran) Seismicity Analysis Regular Paper
Rahul Kumar Vijay (Banasthali Vidyapith, India); Satyasai Jagannath Nanda (Malaviya National Institute of Technology Jaipur, India)
CSI'22
16:25 An Efficient Arithmetic Optimization Algorithm for Solving Subset-sum Problem Regular Paper
Madugula Murali Krishna and Santosh Kumar Majhi (Veer Surendra Sai University of Technology, India); Nibedan Panda (School of Computer Engineering, KIIT Deemed to be University, Bhubaneswar, ODISHA, INDIA)
CSI'22

CSI S3: Symposium on Computer Vision and the Internet (VisionNet'22)

Chair: Rajat Saxena (Shri Vaishnav Vidyapeeth Vishwavidhyalaya Indore, India)
14:40 Deep Learning assisted tool for Atrial Fibrillation detection using RR intervals Regular Paper
Disha S, Deekshitha B, Kavyashree U M and Anwitha A (Vishveshwaraya Technological University, India); Shrikanth Rao S K (VTU, India); Roshan Martis (SJEC, Mangaluru, India)
CSI'22
14:55 Text Localization and Script Identification in Natural Scene Images and Videos Regular Paper
Shivananda V Seeri (KLE Technological University, Hubballi, India); Chandana Udupa (KLE Technological University Hubballi, India); Anusha Upadhyaya (KLE Technological University, India); Basanagouda Patil (KLE Technological University, Hubballi, India); P S Hiremath and Prakashgoud Patil (KLE Technological University, India)
CSI'22
15:10 Vehicle Classification and Counting for Traffic Video Monitoring Using YOLO-v3 Regular Paper
Samprit Bose (Indian Institute of Technology, Patna, India); Deep Ramesh Chavan (Pandit Dwarka Prasad Mishra Indian Institute of Information Technology, Design and Manufacturing, India); Mahesh Kolekar (Indian Institute of Technology Patna, India)
CSI'22
15:25 Deep Learning Based Application in Identifying Originality of the Hand Written Document using Convolution Neural Network Regular Paper
Pallavi M O, Sneha N and Meenakshi Sundaram (REVA University, India); Preetham N (School of CSA REVA University, India)
CSI'22
15:40 Vision based Human Activity Recognition using Hybrid Deep Learning Regular Paper
Aishvarya Garg, Swati Nigam and Rajiv Singh (Banasthali Vidyapith, India)
CSI'22
15:55 UAV Image Analysis of Flooded Area Using Convolutional Neural Networks Regular Paper
Shubhasree Azhoth Valiyaveedu (NIT Calicut, India); Praveen Sankaran and Raghu C V (National Institute of Technology Calicut, India)
CSI'22
16:10 CNN Based Automatic Segmentation of Scaling in 2-D Psoriasis skin images Regular Paper
Kasthuri Nehru, Ramyea R, Jeffrin D, Chitrasena Nehru Kasthuri and Divyeshwari K (Kongu Engineering College, India)
CSI'22
16:25 CNN and Autoencoders based Hybrid Deep Learning Model for Crop Disease Detection Short Paper
Aashish Saini, Aditya Thakkar and Shubham Yadav (UIE, Chandigarh University, India); Sandeep Saini and Kusum Lata (The LNM Institute of Information Technology, Jaipur, India)
CSI'22

ISI'22 - S0: Intelligent Systems and Techniques (offline presentation)

First Floor - Room 117
Chair: Sujoy Roy (Kerala University of Digital Sciences, Innovation and Technology, India)
14:40 Unsupervised deep clustering and reinforcement learning can accurately segment MRI brain tumors with very small training sets
Joseph N Stember (1275 York Ave & Memorial Sloan Kettering Cancer Center, USA); Hrithwik Shalu (Indian Institute of Technology Madras, India)
ISI'22
14:55 Deep Neuroevolution Squeezes More out of Small Neural Networks and Small Training Sets: Sample Application to MRI Brain Sequence Classification
Joseph N Stember (1275 York Ave & Memorial Sloan Kettering Cancer Center, USA); Hrithwik Shalu (Indian Institute of Technology Madras, India)
ISI'22
15:10 A Comparative Study of Spam SMS Detection using various Supervised Machine Learning Algorithms
Linesh Sachin Patil and Jainish J Sakhidas (Mumbai University & Shah & Anchor Kutchhi Engineering College, India); Divya Ajay Jain (Mumbai University & Shah and Anchor Kutchhi Engineering College, India); Sahil Mahesh Darji (Mumbai University & Shah & Anchor Kutchhi Engineering College, India); Karuna Jay Borhade (Mumbai University & Shah and Anchor Kutchhi Engineering College, India)
ISI'22
15:25 Identification and counting of blood cells using machine learning and image processing
Md Keramot Mondal, Monalisa Chakraborty, Manas Roy, Joyjit Patra, Chandan Koner and Subir Gupta (Dr B C Roy Engineering College, India)
ISI'22
15:40 Automated Reduction of Detailed Biophysical Cerebellar Neurons to Izhikevich Neurons
Gautham Dathatreyan (Amrita Vishwa Vidyapeetham, India); Arathi Rajendran (Amrita School of Biotechnology, Amrita Vishwa Vidyapeetham, India); Giovanni Naldi (University of Milan, Italy); Shyam Diwakar (Amrita Vishwa Vidyapeetham, India)
ISI'22
15:55 Advances in Vision Based UAV Manoeuvring Techniques
Bhakti Chindhe (MKSSS's Cummins College of Engineering for Women Pune, India); Archana Ramalingam and Shravani Chavan (MKSSS Cummins College of Engineering for Women Pune, India); Shreya Hardas (MKSSS's Cummins College of Engineering for Women Pune, India); Dipti Patil (MKSSS's Cummins College of Engineering for Women, Pune, India)
ISI'22
16:10 Automatic Text Classification for Web-based Malayalam Documents
Jisha Jayan (CDIT, India)
ISI'22
16:25 Cascaded Feature Vector Assisted Blood Vessel Segmentation from Retinal Images
Yeddu Aruna Suhasini Devi (GITAM University & None, India)
ISI'22
16:40 H-SWIPT based Energy-Efficient Clustering for Multi-hop IoT Networks
Bethelli Pavani (Osmania University, India)
ISI'22
16:55 Repetitive Filtering based Intra Prediction Scheme for HEVC
Yogita Vaidya (University of Pune, India)
ISI'22

ISI'22 - S1: Artificial Intelligence and Machine Learning/Data Engineering/NLP

Chair: Jaydip Sen (Praxis Business School, India)
ISI'22 - S1.1 14:40 Development of NN-based Ball Bearing Fault Diagnosis Techniques
Anju Sharma (AcSIR- Academy of Scientific and Innovative Research, India & CSIR-National Aerospace Laboratories, India); Taruv Harshita Priya (CSIR - National Aerospace Laboratories, India); Gopal Patra (Council of Scientific and Industrial Research- Fourth Paradigm Institute, India); Vps Naidu (National Aerospace Laboratories, India)
ISI'22
ISI'22 - S1.2 14:55 Comparative Study of Machine Learning and Deep Learning Classifiers on Handwritten Numeral Recognition
Meenal Jabde (Vishwanath Karad MIT World Peace University, Pune, India); Chandrashekhar Himmatrao Patil and Shankar Mali (Vishwanath Karad MIT World Peace University, India); Amol D. Vibhute (Symbiosis International Deemed University Pune, India)
ISI'22
ISI'22 - S1.3 15:10 A data analytics-based study on campaigns and hashtags movements related to the production of fashion goods
Vrinda Sehgal and Lokesh Ghai (University of Petroleum and Energy Studies, India); Anirban Chowdhury (NMIMS School of Design, India & NMIMS University, India)
ISI'22
ISI'22 - S1.4 15:25 Towards Frugal Artificial Intelligence: Exploring neural network pruning and binarization
Maria M Ganzha (Warsaw University of Technology, Poland); Marcin Paprzycki (IBSPAN & WSM, Poland)
ISI'22

ISI'22 - S2: Communication Networks and Distributed Systems

Chair: Anjana P Das (TATA ELXSI Ltd, India)
ISI'22 - S2.1 14:40 Application Mapping Onto Network On Chip Using Cat Swarm Optimisation
Maamar Bougherara (LIMPAF Laboratory Bouira University & Ecole Normale Supérieure Kouba, Algeria)
ISI'22
ISI'22 - S2.2 14:55 On Ups and Downs in Analyzing Web Activity Data: Notes from a Project
Jan Owsinski (Polish Academy of Sciences, Poland)
ISI'22
ISI'22 - S2.3 15:10 Modeling the Impact of Fake Data Dissemination During Covid-19
S Amrita (Amrita Vishwa Vidyapeetham, India); Sriram Sankaran (Amrita University, India)
ISI'22
ISI'22 - S2.4 15:25 FED6G: Chameleon Learning for Network Slice Management in Beyond 5G Systems
Anurag Thantharate (University of Missouri Kansas City & Samsung Electronics, USA)
ISI'22

ISI'22-S3: Signal/Image/video/speech Processing/Computer Vision/Pattern Recognition

Chair: Pranaba Mishro (VSS University of Technology, Burla, India)
ISI'22-S3.1 14:40 Noise classification and removal in compressively sensed surveillance videos using statistical measures
Florence Gnana Poovathy John (Vellore Institute of Technology, India); Sathish E and Nirmala P (VIT Chennai, India)
ISI'22
ISI'22-S3.2 14:55 Imaging and Vision Development Platform with algorithm library for intelligent vision systems
Sreedhanya L R (C-DAC, Thiruvananthapuram, India); Jerry Daniel J (Centre for Development of Advanced Computing, Thiruvananthapuram, India); Murugan Saivam (CDAC, India)
ISI'22
ISI'22-S3.3 15:10 Encoder-Decoder Network with Guided Transmission Map: Robustness and Applicability
Le-Anh Tran (Myongji University, Korea (South)); Dong-Chul Park (Myong Ji University, Korea (South))
ISI'22
ISI'22-S3.4 15:25 Improved Kapur Entropy based Lung Nodule Segmentation in X-ray Images
Mary Jaya (Mahatma Gandhi University & Assumption Autonomous College, Changanacherry, India)
ISI'22
ISI'22-S3.5 15:40 EEG-based Emotion Recognition using an Ensemble Learning Algorithm
Sujata R Kulkarni (KLE Technological University, India); Prakashgoud Patil (B V Bhoomaraddi College of Engineering and Technology & Visvesvaraya Technological University, India)
ISI'22

Wednesday, August 31 16:00 - 17:00 (Asia/Kolkata)

Tea

Room: Ground Floor, Near HDFC ATM

Thursday, September 1 9:45 - 10:45 (Asia/Kolkata)

Keynote (online): Security and Trust in Virtualized Infrastructures

Dr. Vijay Varadharajan, Advanced Cyber Security Engineering Research Centre (ACSRC), The University of Newcastle, Australia
Room: Gallery Hall, Ground Floor (Ground Floor- 45)

Abstract: Virtualization as a technology has been around for many years, and it has much influenced security and trust in systems. In the recent years, virtualization technologies have been deployed in different infrastructures such as cloud, industrial control systems, 5G as well as nowadays in space systems. In this talk we will look at notions of security and trust in these virtualized infrastructures and how they have been used to develop secure and trustworthy services in distributed systems and cloud, edge computing as well as SDN/NFV and 5G infrastructures.

Thursday, September 1 10:45 - 11:00 (Asia/Kolkata)

Tea Break

Room: Ground Floor, Near HDFC ATM

Thursday, September 1 11:00 - 12:00 (Asia/Kolkata)

Keynote: What real-time operating system for energy autonomous sensors?

Dr. Maryline Chetto, Nantes Universite, France
Room: Gallery Hall, Ground Floor (Ground Floor- 45)

Abstract: With the rapid development of the Internet of Things, energy autonomous systems have been in the focus of researchers in recent years. Such systems, mainly including wireless sensors, should be designed to function perpetually without any human intervention because either costly or impractical. Energy harvesting has emerged as a feasible option to supply wireless sensors and to permit them energy neutral operation. Nonetheless, the energy environmental source is fluctuating and not controllable. Hence, specific power management and scheduling solutions have to be conceived so as to prevent energy starvation and guarantee real-time responsiveness. Task scheduling in the sensor node should take into account not only the timing parameters of the deadline constrained tasks but also the characteristics of the energy source and the capacity of the energy storage unit. Neither the classical greedy scheduler Earliest Deadline First (EDF) nor Rate Monotonic (RM) are suitable for this novel operational context. This keynote addresses state of the art as well as our findings in real-time scheduling and dynamic processor management for energy harvesting small electronic devices with real-time requirements.

Thursday, September 1 12:00 - 13:00 (Asia/Kolkata)

Keynote (online): Neoteric Frontiers in Cloud, Edge, and Quantum Computing

Dr. Rajkumar Buyya, University of Melbourne, Australia
Room: Gallery Hall, Ground Floor (Ground Floor- 45)

Abstract: Computing is being transformed to a model consisting of services that are delivered in a manner similar to utilities such as water, electricity, gas, and telephony. In such a model, users access services based on their requirements without regard to where the services are hosted or how they are delivered. Cloud computing paradigm has turned this vision of "computing utilities" into a reality. It offers infrastructure, platform, and software as services, which are made available to consumers as subscription-oriented services. Cloud application platforms need to offer (1) APIs and tools for rapid creation of elastic applications and (2) a runtime system for deployment of applications on geographically distributed Data Centre infrastructures (with Quantum computing nodes) in a seamless manner. The Internet of Things (IoT) paradigm enables seamless integration of cyber-and-physical worlds and opening opportunities for creating new class of applications for domains such as smart cities, smart robotics, and smart healthcare. The emerging Fog/Edge computing paradigms support latency sensitive/real-time IoT applications with a seamless integration of network-wide resources all the way from edge to the Cloud.

This keynote presentation will cover (a) 21st century vision of computing and identifies various IT paradigms promising to deliver the vision of computing utilities; (b) innovative architecture for creating elastic Clouds integrating edge resources and managed Clouds, (c) Aneka 5G, a Cloud Application Platform, for rapid development of Cloud/Big Data applications and their deployment on private/public Clouds with resource provisioning driven by SLAs, (d) a novel FogBus software framework with Blockchain-based data-integrity management for facilitating end-to-end IoT-Fog/Edge-Cloud integration for execution of sensitive IoT applications, (e) experimental results on deploying Cloud and Big Data/ IoT applications in engineering, and health care (e.g., COVID-19), deep learning/Artificial intelligence (AI), satellite image processing, and natural language processing (mining COVID-19 research literature for new insights) on elastic Clouds, (f) QFaaS: A Serverless Function-as-a-Service Framework for Quantum Computing, and (g) directions for delivering our 21st century vision along with pathways for future research in Cloud and Edge/Fog computing.

Thursday, September 1 13:00 - 13:45 (Asia/Kolkata)

Lunch Break

Room: Dining Area (Hostel Block)

Thursday, September 1 13:45 - 14:30 (Asia/Kolkata)

Keynote (online): Organizational Capability for Information Management -- Do we Feel a Big Data Crisis?

Dr. Ivan Lukovic, Full Professor, Faculty of Organizational Sciences, University of Belgrade, Serbia
Room: Gallery Hall, Ground Floor (Ground Floor- 45)

Talk description: Nowadays, modern business includes acquisition and store of enormous data volumes, even larger than ever before. Most often, collected data are used in a shorter time frame, and then they are archived and almost not used, effectively. On the other hand, such data represent a significant value that a company can utilize so as to reach created goals and provide a sustainable development. Unfortunately, a daily practice in many companies still intensively points out to the problem of a serious gap between the identified needs for knowledge, on one hand side, and inability of modern software products to address such needs in an effective way, on the other hand side, despite that massive data volumes already exist, while modern information technologies provide the excellent technology prerequisites for a development and industry implementation of high quality software applications. We can call such phenomenon a "big data crisis". Some of important causes of the aforementioned phenomenon are in the following: (1) Unsatisfactory level of organization maturity in regard to the: capabilities for information management, quality management, and business processes; (2) Unsatisfactory level of accumulated knowledge in a problem domain; and (3) Unsatisfactory level of accumulated knowledge in a domain of software engineering, particularly in a domain of the development and formal specification of models for software products aimed at generation of company knowledge and decision support.

Alleviating the aforementioned phenomenon is a strategic and long-life task, only possible by simultaneous addressing all its significant causes. As data analytics over big data sets would lead to greater benefits and achievements in any organization, in this talk, we will discuss cause (1), trying to address the most influencing factors to raise the organizational capability, necessary to utilize benefits of big data analytics and data science methods in a greater extent, and by this provide an effective way to digital transformation process.

Thursday, September 1 14:40 - 17:30 (Asia/Kolkata)

CSI - S0-B: Intelligent Systems and Techniques (Offline Presentation)

First Floor - Room 117
Chair: Naresh Kumar Reddy, B (DUK, India)
14:40 COVID-19 Relief Measures assimilating Open Source Intelligence Regular Paper
Gayathri Rajendran, Vinayak K S and Prem Sankar (Amrita Vishwa Vidyapeetham, India); Prabaharan Poornachandran (Amrita Vishwa Vidyapeetham, Amrita University, India)
CSI'22
14:55 BERT-LSTM for Fake news Detection on Facebook Using SVD Regular Paper
Steni Mol T S (Hindustan Institute Of Technology and Science, India); Sreeja P S (Anna University, India)
CSI'22
15:10 Continuous and Realtime Road Condition Assessment Using Deep Learning Regular Paper
Ahmed Abul Hasanaath, AbuMuhammad Moinuddeen, Nazeeruddin Mohammad and Majid Ali Khan (Prince Mohammad Bin Fahd University, Saudi Arabia); Ahmed Hussain (Prince Mohammed University, Saudi Arabia)
CSI'22
15:25 Estimation and interception of a spiralling target on reentry in the presence of non-Gaussian measurement noise Regular Paper
Aastha Dak, Urooj Asfia and Rahul Radhakrishnan (Sardar Vallabhbhai National Institute of Technology Surat, India)
CSI'22
15:40 Social Loss Analysis Aproch of Traffic Congestion from Traffic Flow Monitoring in India Regular Paper
Tsutomu Tsuboi (29-1 Mentoku Shinoda Ama-shi, Aichi, JAPAN & Nagoya Electric Works Co,. LTD., Japan)
CSI'22

CSI S4: Symposium on Women in Computing and Informatics (WCI'22)

Chair: Malu G (Kerala University of Digital Sciences, Innovation and Technology (KUDSIT), India)
14:40 Improved GA-PI Technique for Non-Linear Dynamic Modelling of a UAV Regular Paper
Parul Priya and Sushma Kamlu (BIrla Institute of Technology, India)
CSI'22
14:55 Deep Learning Approaches for Early Detection of Alzheimer's Disease using MRI Neuroimaging Regular Paper
Bhargavi MS and Bharani Prabhakar (Bangalore Institute of Technology, India)
CSI'22
15:10 Knowledge Graph based Question Answering System for Remote School Education Regular Paper
Lekshmi S Nair (Amrita School of Engineering & Amrita Vishwavidyapeetham, Kollam, India); Shivani M k (Amrita University, India)
CSI'22
15:25 A Knowledge graph approach towards Re-structuring of Scientific Articles Regular Paper
Nikhitha Mani (Amrita Vishwa Vidhyapeetham University, Kollam, Kerala, India); Sandhya Harikumar (Amrita Vishwa Vidyapeetham & Amritapuri, India)
CSI'22
15:40 Analysis of Link Prediction methods in Weighted and Unweighted Citation Network Regular Paper
Radhika Dileep P (Amrita Vishwa Vidyapeetham, India); Deepthi L R (Amrita Vishwa Vidyapeetham & Amrita University, India)
CSI'22
15:55 Stock Trading Signal Filtering Based on Bagging-RF-LR Model Short Paper
Zitong Li, Tianhua Lin and Xia Zhao (Hebei University of Economics and Business, China)
CSI'22
16:10 Indian Stock Market Forecasting Short Paper
Anjana V Nair (Amrita University & Amrita Vishwa Vidhyapeetham, India); Jayasree Narayanan (Amrita Vishwa Vidyapeetham, Amritapuri, India)
CSI'22
16:25 Indian Stock Movement Prediction with Global Indices and Twitter Sentiment using Machine Learning Regular Paper
Shwetha Salimath (Fr. C. Rodrigues Institute of Technology, India); Megha M. Kolhekar (Mumbai University India & Fr. C. Rodrigues Institute of Technology, India); Triparna Chatterjee (Fr. C. Rodrigues Institute of Technology, India); Titty Mathai (Fr. C. Rodrigues of Institute of Technology, India); Pooja Kamble (Fr. C. Rodrigues Institute of Technology, India)
CSI'22

CSI S5: Social Networks/Distributed Systems

Chair: G. p. Sajeev (Govt Engineering College Wayanad & Amrita Vishwa Vidyapeetham, India)
14:40 Minimizing Request Blocking in Survivable Transparent OFDM Based Optical Grids Regular Paper
Sougata Das (CDE Blockchain & Cognizant Technology Solutions, India); Monish Chatterjee (Asansol Engineering College & West Bengal University of Technology, India)
CSI'22
14:55 DARKWEB IMAGE SCRAPPER: An Open Source Intelligence Tool Regular Paper
Ashwin Sasi (Center for Cybersecurity Systems and Networks & Amrita School of Engineering Amritapuri, India); Varun Nair (Amrita Vishwa Vidyapeetham, Amritapuri Campus, India); Vipin Pavithran (Amrita Centre for Cybersecurity Systems & Networks, Amrita Vishwa Vidyapeetham, Amrita University, India)
CSI'22
15:10 Islamophobic Tweet Detection using Transfer Learning Regular Paper
Mohd Belal, Ghufran Ullah and Abdullah Ahmad Khan (Aligarh Muslim University, India)
CSI'22
15:25 Use of smartphone goniometer application for range of motion measurement in different joints: Review Article Regular Paper
Trupti Pravin Loya (DMIMS, India)
CSI'22
15:40 Zone Based Selective Neighbours to Mitigate Flooding & Reliable Routing for WSN Regular Paper
Poonam Agarkar and Manish D Chawhan (Yeshwantrao Chavan College of Engineering, India); Kishore Kulat (Visvesvaraya National Institute of Technology, Nagpur, India); Pratik Ramesh Hajare (Wainganga College of Engineering, Wardha Road, Nagpur, Maharashtra, India)
CSI'22

CSI S6: SETCAC'22 : Emerging Topics in Computing and Communications

Chair: Qasem Abu Al-Haija (Princess Sumaya University for Technology (PSUT), Jordan)
CSI S6.1 14:40 Delay-aware Intelligent Task Offloading Strategy in Vehicular Fog Computing Regular Paper
Indranil Sarkar and Sanjay Kumar (NIT Raipur, India)
CSI'22
CSI S6.2 14:55 A Secure Key Agreement Mechanism for Smart Home Networks Regular Paper
Raushan Kumar Singh, Akshay Kumar and Muzzammil Hussain (Central University of Rajasthan, India)
CSI'22
CSI S6.3 15:10 Design of EtherCAT Slave Controller using CIFX 90E-RE for HMI Display Regular Paper
Harshit Mishra (NIT, Kurukshetra, India); Lalit M Saini (National Institute of Technology (NIT) Kurukshetra, India); Abhijeet Bhandwale (Philips India ltd, India)
CSI'22
CSI S6.4 15:25 Fake News Article classification using Random Forest, Passive Aggressive and Gradient Boosting Regular Paper
Steni Mol T S (Hindustan Institute Of Technology and Science, India); Sreeja P S (Anna University, India); Praburam Rajavelu (Hindustan Institute of Technology and Science, India)
CSI'22
CSI S6.5 15:40 Generalized Multi-protocol Label Switching based Virtualization for Cloud Computing Regular Paper
Rajat Saxena (Shri Vaishnav Vidyapeeth Vishwavidhyalaya Indore); Ajay Singh Patel (Lakshmi Narain College of Technology and Science, Indore, India)
CSI'22
CSI S6.6 15:55 Proposed SCC Metric: Criticality Measure in modeling scheduled outage Poster Paper
Swati Goel (JNU, New Delhi, India)
CSI'22

ISI'22 - S4: Signal/Image/video/speech Processing/Computer Vision/Pattern Recognition

Chair: Jerrin Thomas Panachakel (Indian Institute of Science & MILE Laboratory, India)
ISI'22 - S4.1 14:40 The Analysis of Srgb Color Space Based Density for Brain Tumor Segmentation
Gangadhar Sarthi (Biet, Vtu, Davanagere, Karnataka, India); Naveena C (VTU, India); Manjunath Aradhya (Sri Jayachamarajendra College of Engineering, India)
ISI'22
ISI'22 - S4.2 14:55 Comparative Analysis of Various Standards for Medical Image Compression
Tushar A Ishware and Shilpa Metkar (College of Engineering, Pune, India)
ISI'22
ISI'22 - S4.3 15:10 Emotion Detection Using Speech Analysis
Pratik Damodar Patkar and R Chaudhari (College of Engineering Pune, India)
ISI'22
ISI'22 - S4.4 15:25 Pulse Decomposition Analysis Based Non-Invasive Diabetes Detection System
Bhavya Shaan (NSUT, India); Anju Prabha (NSIT); Jyoti Yadav (NSUT)
ISI'22
ISI'22 - S4.5 15:40 DNA and Improved Sine Map based Video Encryption
Sweta Kumari and Mohit Dua (National Institute of Technology Kurukshetra, India)
ISI'22
ISI'22 - S4.6 15:55 EDGE-based ML in W-band Target Micro-Doppler Feature Extraction
Abhishek Neelakandan Kv (Amrita School of Engineering, Coimbatore, Amrita Vishwa Vidyapeetham, India); Shanmugha Sundaram Ga (Amrita Vishwa Vidyapeetham University & SIERS Research Laboratory, India)
ISI'22
ISI'22 - S4.7 16:10 DCLL - A Deep Network for Possible Real-time Decoding of Imagined Words
Jerrin Thomas Panachakel (Indian Institute of Science & MILE Laboratory, India); Ramakrishnan Angarai Ganesan (Indian Institute of Science & RaGaVeRa Indic Technologies Pvt Ltd, India)
ISI'22

ISI'22 - S5: Artificial Intelligence and Machine Learning/Data Engineering/NLP

Chairs: Vandana B. s (Vivekananda College of Engineering and Technology, Puttur, D. K, India), Sabu M Thampi (Kerala University of Digital Sciences, Innovation and Technology (KUDSIT), India)
ISI'22 - S5.1 14:40 Gradual Search and Fixed Grouping Scheme based Variant of Genetic Algorithm for Large Scale Global Optimization
Bhaveshkumar Choithram Dharmani (Lovely Professional University, India)
ISI'22
ISI'22 - S5.2 14:55 Abstractive Text Summarization of Hindi Corpus using Transformer Encoder-Decoder Model
Rashi Bhansali, Anushka Bhave, Gauri Bharat and Vedant Mahajan (Vishwakarma Institute of Technology, Pune, India); Manikrao Laxmanrao Dhore (Vishwakarma Institute of Technology, Pune, India & Savitribai Phule Pune University, Pune, Maharashtra, India)
ISI'22
ISI'22 - S5.3 15:10 Question and Answer Generation from Text using Transformers
Srihari C (R. V. College of Engineering, India); Shivanand Sunagar (R.V. College of Engineering); Ramadas K Kamat, Raghavendra K S and Merin Meleet (R. V. College of Engineering, India)
ISI'22
ISI'22 - S5.4 15:25 Evaluation of Tweet Sentiments Using NLP
Smita Singh, Tanvi Jaiswal, Radhey Shyam and Shilpi Khanna (Shri Ramswaroop Memorial College of Engineering & Management, Lucknow, India)
ISI'22
ISI'22 - S5.5 15:40 Segmentation Approach for Nucleus Cytoplasm of Ewing sarcoma
Vandana B. s (Vivekananda College of Engineering and Technology, Puttur, D. K, India)
ISI'22
ISI'22 - S5.6 15:55 Generalized symbolic dynamics weighted network prediction of chaotic time series
Reshmi L B, M Mallika, Satheesh Kumar Kumar and V Vijesh (University of Kerala, India)
ISI'22

Thursday, September 1 16:00 - 17:00 (Asia/Kolkata)

Tea

Room: Ground Floor, Near HDFC ATM

Thursday, September 1 18:30 - 20:30 (Asia/Kolkata)

Banquet Dinner

Room: TBA

Friday, September 2 10:00 - 11:30 (Asia/Kolkata)

Tutorial: Software Defined Network - Theory, Simulation, and Experimentation

Dr. Preetam Mukherjee, Kerala University of Digital Sciences, Innovation and Technology, Trivandrum, Kerala
First Floor - Room 136

A Tutorial on Software Defined Network - Theory, Simulation, and Experimentation

Dr. Preetam Mukherjee, Kerala University of Digital Sciences, Innovation and Technology preetam.mukherjee@duk.ac.in

The legacy networking technology we use to connect our world is a technological wonder. However, with time this incredible technology is becoming old and requires improvements to satisfy the demands of data-driven communications of the 21st Century. Futuristic technologies like Software Defined Networking (SDN) will shape the communications of tomorrow's open and configurable, virtualized world.

Management of proprietary networking devices with limited programming interfaces has become a bottleneck for today's fast-changing networking needs. SDN technology brings a tectonic shift in networking by separating the controlling and the forwarding planes of network devices. It provides need-based access to the network functionalities for any device. Management of the network has become much easier due to this separation of planes.

Mininet is a tool for emulating SDN infrastructure, including network devices and host machines. Different types of SDN controllers like POX, ONOS, OpenDaylight, etc., can be used with mininet. Various network functionalities like Layer-2 Switching, Routing, Firewalling, etc., are already encoded for different SDN controllers. It is also possible to write our own applications for other network functionalities if required.

Similar to any other technology, the benefits of SDN come with a few security vulnerabilities. SDN security is an ongoing field of research; several vulnerabilities have already been identified on SDN.

In this tutorial, we will cover the following points:

--Concept of Software Defined Network -- Benefits and Challenges -- Simulation of SDN using Mininet -- Demonstration of SDN Applications -- Cyber-attacks on the SDN infrastructure

Brief Bio: Preetam Mukherjee is presently working as an assistant professor of Cyber Security at Kerala University of Digital Sciences, innovation and Technology. He was a postdoctoral researcher in the Division of Network and Systems Engineering at KTH Royal Institute of Technology, Sweden. He received his Ph.D. and M.E. in Computer Science from Jadavpur University, Kolkata, India. Preetam has previously worked at IIT Kharagpur, India, and at the Centre for Distributed Computing, Jadavpur University. His research interests include Network Security, Enterprise Security, and Security Metrics.

Friday, September 2 11:30 - 12:00 (Asia/Kolkata)

Tea Break

Room: Ground Floor, Near HDFC ATM

Friday, September 2 11:45 - 13:15 (Asia/Kolkata)

CSI S7: SETCAC'22: Topics in Signal and Image Processing/ICAIS'22

Chair: Satyasai Jagannath Nanda (Malaviya National Institute of Technology Jaipur, India)
11:45 GAN- generated Fake Face Image Detection using Opponent Color Local Binary Pattern and Deep Learning Technique Regular Paper
Remya Revi K, Rahul Antony and Wilscy M (SAINTGITS College of Engineering, India); Meera Isaac (University of Kerala, India)
CSI'22
12:00 Active Learning Based Audio Tampering Detection Regular Paper
Vivek Rahinj and Rashmika Patole (Savitribai Phule Pune University, India); Shilpa Metkar (College of Engineering, Pune, India)
CSI'22
12:15 Real-Time Object Detection in Microscopic Image of Indian Herbal Plants using YOLOv5 on Jetson Nano Regular Paper
Bhupendra D. Fataniya (Sarkhej Gandhinagar Highway & Nirma University, India); Yash Jha and Harsh Prajapati (Nirma University, India)
CSI'22
12:30 Analysis of Combinational Delay in Signed Binary Multiplier Regular Paper
Niharika Behera (VSS University of Technology, India); Manoranjan Pradhan (Vssut, Burla, India); Pranaba Mishro (VSS University of Technology, Burla, India)
CSI'22
12:45 Indian Text to Speech Systems: A Short Survey Regular Paper
Akhila Krishnan (Amrita University & Amrita Vishwa Vidyapeetham, India); Jayashree Nair (Amrita School of Engineering, India); Vrinda S (Amrita University, India)
CSI'22

Friday, September 2 12:00 - 13:00 (Asia/Kolkata)

WCI Panel Discussion: Curating Digital Women

First Floor - Room 136

Friday, September 2 13:00 - 14:00 (Asia/Kolkata)

Lunch Break

Room: Dining Area (Hostel Block)

Friday, September 2 14:00 - 14:45 (Asia/Kolkata)

Keynote (online): On Ups and Downs in Analyzing Web Activity Data: Notes from a Project

Dr. Jan W. Owsinski, Systems Research Institute, Polish Academy of Sciences, Warsaw, Poland
First Floor - Room 136

Talk description: Analyzing data from the web is now one of the primary tasks, understood in a variety of manners and solved for a very wide variety of purposes. The talk describes the experience from a project, devoted to analyzing such data, while drawing some more general conclusions. The project was aimed at distinguishing the artificial ad-related traffic from the genuine one. The rationale is simple: the flow of money depends upon the number of clicks on / views of an ad. If so, fake clicking changes the market to the benefit of some, and to the loss of the other ones. The talk describes the problem and its conceptual framing, as well as a number of technical details, involving the issues and techniques of (1) variable analysis and choice; (2) clustering; (3) classification / classifiers; (4) potential hybrid techniques, along with citations of the most interesting results. These often imply definite general conclusions, some of them quite surprising.

Friday, September 2 14:45 - 15:30 (Asia/Kolkata)

Keynote (online): Intelligent Distributed Computing: Synergies of Artificial Intelligence and Multi-Agent Systems

Dr. Costin Badica, Professor of Computer Science, University of Craiova, Romania
First Floor - Room 136

The talk will emphasize the synergies of AI and Multi-Agent Systems through a number of examples and applications of the new trend of Intelligent Distributed Computing by focusing on their elements and characteristics.

Friday, September 2 16:00 - 16:30 (Asia/Kolkata)

High Tea

Room: Ground Floor, Near HDFC ATM

Program last updated on Sep 17, 2022 20:27 Asia/Kolkata