NDLI: Exploiting label dependency and feature similarity for multi-label classification

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2015 International Conference on Advances in Computing, Communications and Informatics (ICACCI)

2014 International Conference on Advances in Computing, Communications and Informatics (ICACCI)

Performance analysis of a machine-to-machine friendly MAC algorithm in LTE-advanced

Cooperative discriminant analysis based spectrum sensing using optimum fusion rule

ANRC hybrid test bed implementation and an End-to-End performance characterization of dynamic spectrum access

A way for accelerating DNA sequences reconstruction problem based on CUDA

A steganographic technique based on VLSB method using RC4 stream cipher

Automatic generation of second image from an image for stereovision

Hardware-efficient FPGA implementation of symbol & carrier synchronization for 16-QAM

A new approach of path planning for mobile robots

An optimal range matching algorithm for TCAM software simulation

EQC16: An optimized packet classification algorithm for large rule-sets

Cauchy criterion for the Henstock-Kurzweil integrability of fuzzy number-valued functions

Analysis and design of $2^{nd}$ order sigma-delta modulator for audio applications

An intelligent medical monitoring system based on sensors and wireless sensor network

A supervised approach to distinguish between keywords and stopwords using probability distribution functions

Moldable load scheduling using demand adjustable policies

An automated image destriping for improving data quality of Oceansat2 OCM — Oceanic geophysical products

A hybrid cache replacement policy for heterogeneous multi-cores

An interactive GUI tool for thyroid Uptake studies using Gamma Camera

A framework for power saving in IoT networks

Design of a high speed, low power synchronously clocked NOR-based JK flip-flop using modified GDI technique in 45nm technology

Content_based classification of traffic videos using symbolic features

Fast connect procedure for Session Initiation Protocol using cached credentials

Static gesture recognition using PMD ToF camera

Learning to rank experts using combination of multiple features of expertise

An improved distributed iterative water-filling spectrum management algorithm for Near-Far problem in VDSL systems

A real-time stereo rectification of high definition image stream using GPU

A new similarity function for information retrieval based on fuzzy logic

Speculation of CMMI in agile methodology

Digital image inpainting using speeded up robust feature

New Unification Matching Scheme for efficient information retrieval using Genetic Algorithm

FPGA implementation of dynamically tunable filters

Comparative analysis of 8 X 8 Bit Vedic and Booth Multiplier

Virtual fault simulation for diagnosis of shaft misalignment of rotating machine

Evaluation of queuing algorithms on QoS sensitive applications in IPv6 network

PVC-MWCNT based 3-dB optical coupler Design

Geometric distortion correction in images using proposed spy pixel and size

A low cost data acquisition system from digital display instruments employing image processing technique

Context-awareness based intelligent driver behavior detection: Integrating Wireless Sensor networks and Vehicle ad hoc networks

Integrating pervasive computing, infostations and swarm intelligence to design intelligent context-aware parking-space location mechanism

PID & LQR control for a quadrotor: Modeling and simulation

Adaptive ant colony network coding to neighbour topology based broadcasting techniques in MANETs

Fuzzy based sliding mode control for vector controlled induction motor

Multi-objective clustering of tissue samples for cancer diagnosis

Floating Point Coprocessor for distributed array controllers

Towards a new way of reliable routing: Multiple paths over ARCs

A novel high performance low power CMOS NOR gate using Voltage Scaling and MTCMOS technique

Access Control Aware Search on the Cloud Computing

An optimized RFC algorithm with incremental update

Blind estimation of motion blur kernel parameters using Cepstral domain and Hough transform

Cryptanalysis and enhancement of a distributed fine-grained access control in wireless sensor networks

Workload Characterization for shared resource management in multi-core systems

Invariant Extended Kalman Filter-based state estimation for MAV in GPS-denied environments

A comparative analysis of remote sensing image classification techniques

Detection of metamorphic viruses: A survey

An energy efficient topology control scheme with connectivity learning in wireless networks

Design of enhanced arithmetic logical unit for hardware genetic processor

6LoWPAN based service discovery and RESTful web accessibility for Internet of Things

Dynamic survivable traffic grooming with effective load balancing in WDM all-optical mesh networks

A steady state Genetic Algorithm for Multiple Sequence Alignment

Decoder and pass transistor based digitally controlled linear delay element

An efficient task scheduling algorithm for heterogeneous multi-cloud environment

Performance analysis of a short flow favoring TCP

Development of a novel narrowband active noise controller in presence of sensor error

Performance analysis of topology based routing in a VANET

An ab initio- ART approach for protein folding problem

A Density based clustering with Artificial Immunity inspired preprocessing

Performance dependence of line-of-sight multiuser multi-input multi-output system on allocated user bandwidth in an office environment

A stable route selection algorithm for Cognitive Radio Networks

Hybrid Genetic Particle Swarm tuned sliding mode controller for chaotic finance system

Visible light communication: A smart way towards wireless communication

A novel single cavity non-degenerate dual-mode dual-band resonator

Fuzzy algorithm for segmentation of images in extraction of objects from MRI

Reconfigurable Concurrent dual-band Low Noise Amplifier for noninvasive vital sign detection applications

Performance improvement of HEVC using Adaptive Quantization

Evolution of conventional antilogarithmic approach and implementation in FPGA through VHDL

Fixed point digital predistortion system based on indirect learning architecture

Performance analysis of full duplex relaying in multicell environment

Gene-expression data semi-supervised clustering in Multi-Objective optimization framework

Application of Software Failure Mode and Effect Analysis for On-board software

PAPR reduction in Wavelet based SC-FDMA using PTS scheme for LTE uplink transmission

On the construction of frame length specific LDPC codes for next generation low power communication

HAP antenna radiation pattern for providing coverage and service characteristics

An approach of efficient and resistive digital watermarking using SVD

TCA-PCA based hybrid code assignment for enhancement and easy deployability of CDMA protocol

Priority based resource allocation and demand based pricing model in peer-to-peer clouds

Extended Level Real time Scheduling Framework: Using a generalized non-real time platform

A novel MGF-based approach to analyze SIM-based relayed FSO systems

Scheduled Collision Avoidance in wireless sensor network using Zigbee

An Improved Cluster Maintenance Scheme for Mobile AdHoc Networks

Statistical-based filtering system against DDOS attacks in cloud computing

Energy efficient unequal clustering and routing algorithms for wireless sensor networks

Secure yoking proof protocol for RFID systems

Maximal pattern matching with flexible wildcard gaps and one-off constraint

K-mean algorithm for Image Segmentation using Neutrosophy

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ROC Analysis of Class Dependent and Class Independent Linear Discriminant classifiers using frequency domain features

FPGA implementation of stream cipher using Toeplitz Hash function

Automatic knee cartilage segmentation and visualization

Design implementation of high performance DC motor drive

Performance boosting approach of S-Random interleaver for IDMA system using Walsh code

Bootstrap sequential projection multi kernel Locality Sensitive Hashing

Bidirectional DC/DC converter for hybrid electric vehicle

Evolution of regular directed patterns in dynamic social networks

Rule induction based object tracking

Error optimization using Bat and PSO algorithms for machine vision system based tool movement

An approach to cryptographic key distribution through fingerprint based key distribution center

Provably secure Peer-link establishment protocol for wireless mesh networks

Throughput analysis in cognitive radio networks

Outage performance of SU under spectrum sharing with imperfect CSI and primary user interference

Efficient pitch detection algorithms for pitched musical instrument sounds: A comparative performance evaluation

Processing of EEG signals for study of coupling in brain regions for eyes open and eyes closed conditions

Memristor-capacitor based startup circuit for voltage reference generators

Optimizing architectural properties of Artificial Neural Network using proposed Artificial Bee Colony algorithm

Design and development of bandstop filter using spiral stubs

Joint channel estimation and data detection for SFBC MIMO OFDM wireless communication system

Semi-automatic generation of accurate ground truth data in video sequences

Progressive alignment using Shortest Common Supersequence

Secure VM backup and vulnerability removal in infrastructure clouds

Design of a synthetic ECG signal based on the Fourier series

Investigating the security threats in Vehicular ad hoc Networks (VANETs): Towards security engineering for safer on-road transportation

Using Natural Language Processing techniques and fuzzy-semantic similarity for automatic external plagiarism detection

Sensitivity analysis of wind power generating system

High performance and flexible imaging Sub-system

Quad-band unequal power divider with coupled line section using stepped-impedance transformers

Defense against packet dropping attacks in opportunistic networks

Development of CCSDS Proximity-1 protocol for ISRO's extraterrestrial missions

Improving change proneness prediction in UML based design models using ABC algorithm

SAPRS: Situation-Aware Proactive Recommender system with explanations

A framework for face classification under pose variations

Natural language processing based interpretation of skewed graphs

A Radix-2 DIT FFT with reduced arithmetic complexity

An approach for secure wireless communication using friendly noise

An improved least square channel estimation technique for OFDM systems in sparse underwater acoustic channel

Efficient system level cache architecture for multimedia SoC

Enhanced cloud computing security and integrity verification via novel encryption techniques

G-MOHRA: Green Multi-Objective Hybrid Routing Algorithm for Wireless Sensor Networks

A new weighted audio mixing algorithm for a multipoint processor in a VoIP conferencing system

Studies on the suitability of LT codes with Modified Degree Distribution (MDD) for fading channels

Implementation of MFCC based hand gesture recognition on HOAP-2 using Webots platform

HamNoSys generation system for sign language

Projected clustering with subset selection

Evaluating quality score of new ads

Enhanced heuristic approach for Travelling Tournament Problem based on extended species abundance models of biogeography

Multiclass SVM-based language-independent emotion recognition using selective speech features

Evaluating the performance of reactive I-LEACH

Re-configurable optimized area CTC codec for wireless applications

Modeling data races using UML/MARTE profile

Design of PI controller: A multiobjective optimization approach

A Bayesian approach using M-QAM modulated primary signals for maximizing spectrum utilization in cognitive radio

FPGA implementation of a BCH Codec for free space optical communication system

Design of orthogonal waveform for MIMO radar using Modified Ant Colony Optimization Algorithm

A frame work for analysis and optimization of multiclass ECG classifier based on Rough set theory

Quick object extraction in fuzzy framework

Cross project change prediction using open source projects

Differential private random forest

HFRECCA for clustering of text data from travel guide articles

Design of power efficient SPI interface

Energy efficient QoS provisioning: A multi-colony ant algorithm approach

Use of Big Data technology in Vehicular Ad-hoc Networks

Realization of fractional power over wideband in z-domain

Adaptive learning assisted routing in Wireless Sensor Network using Multi Criteria Decision model

Multi-Agent data aggregation in wireless sensor network using source grouping

Performance analysis of chebyshev UWB bandpass filter using defected ground structure

Packet size optimization in wireless sensor network using cross-layer design approach

A group-based multilayer encryption scheme for secure dissemination of post-disaster situational data using peer-to-peer delay tolerant network

Performance evaluation of image transmission over MC-CDMA system using two interleaving schemes

Design and implementation of novel image segmentation and BLOB detection algorithm for real-time video surveillance using DaVinci processor

Applying data mining techniques in job recommender system for considering candidate job preferences

Classification of white blood cells based on morphological features

Analyzing software change in open source projects using Artificial Immune System algorithms

Co-occurrence Matrix and statistical features as an approach for mass classification

Optimization of the issues in the migration from Android Native to Hybrid Application: Case study of Student's Portal application

A novel non-destructive grading method for Mango (Mangifera Indica L.) using fuzzy expert system

Profiling user behaviour for efficient and resilient cloud management

Simulated annealing based solution for limited spectrum availability in composite wireless network

Two layered protection for sensitive data in cloud

Geo skip list data structure - storing spatial data and efficient search of geographical locations

Adaptive matrix design for LDPC based image processing system

Detection of alphanumeric shellcodes using similarity index

Image compression scheme based on zig-zag 3D-DCT and LDPC coding

Comparative study of dc-dc converters in solar energy systems

DDEC: Distance based deterministic energy efficient clustering protocol for wireless sensor networks

Implementation of fractional Fuzzy PID controllers for control of fractional-order systems

Structural analysis and regular expressions based noise elimination from web pages for web content mining

Implementation of augmented reality in cricket for ball tracking and automated decision making for no ball

A rate allocation method for motion JPEG2000

Performance of new dynamic benefit-weighted scheduling scheme in DiffServ networks

Contrast limited adaptive histogram equalization based enhancement for real time video system

Dynamic and distributed channel congestion control strategy in VANET

Dynamic modeling and stabilization of quadrotor using PID controller

Dynamic Colocation Algorithm for Hadoop

Competitive analysis of existing image quality assessment methods

Novel method for image splicing detection

An Open Source approach to enhance industry preparedness of students

A dynamic opportunistic spectrum access MAC protocol for Cognitive Radio networks

An ameliorated methodology to establish the analogy between business process perspective views and UML diagrams

Differential evolution based multiobjective optimization for biomedical entity extraction

Analysis of power distribution network for some cryptocores

Brownfield design approach towards minimization of handoff cost in next generation wireless cellular networks with dual-homed RNCS

Low power vedic multiplier using energy recovery logic

An integrated approach to Content Based Image Retrieval

Maximally flat compensated-comb decimation filter with filter sharpening technique

An enhanced cluster-head selection scheme for distributed heterogeneous wireless sensor network

Study of wrist pulse signals using a bi-modal Gaussian model

Detecting up-calls of Right Whales

Designing an extensible communication platform for rural area

A new light weight encryption approach to secure the contents of image

Reviving communication in post disaster scenario using ZIGBEE/GSM Heterogeneous Network

Impact of Ge substrate on drain current of Trigate N-FinFET

Smart card based password authentication and user anonymity scheme using ECC and steganography

GPU accelerated inexact matching for multiple patterns in DNA sequences

A comparison of Multi-Layer Perceptron and Radial Basis Function neural network in the voice conversion framework

A Neural Network approach to edge detection using Adaptive Neuro-Fuzzy Inference System

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Serial multimethod Combined Mining

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Polarimetric decomposition and statistical analysis of Chandrayan-I Mini-SAR data for study of lunar craters

Towards a generic framework for short term firm-specific stock forecasting

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Handoff performance analysis of FNEMO and SINEMO for vehicle-to-infrastructure communications

Refactoring sequence diagrams for code generation in UML models

Performance analysis of host based and network based IP mobility management schemes over IPv6 network

Modified MapReduce framework for enhancing performance of graph based algorithms by fast convergence in distributed environment

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Regression tree algorithm for classification of fused multispectral and panchromatic image

Extended Clique percolation method to detect overlapping community structure

Generic and programmable Timing Generator for CCD detectors

A hybrid approach for Discourse Segment Detection in the automatic subtitle generation of computer science lecture videos

Solving system of non-linear equations using Genetic Algorithm

A dynamic Workload Management model for saving Electricity Costs in cloud data centers

FPGA implementation of energy efficient multiplication over $GF(2^{m})$ for ECC

Morphological gradient based approach for text localization in video/scene images

High accuracy depth filtering for Kinect using edge guided inpainting

Shape representation and classification through Height functions and Local Binary Pattern - a decision level fusion approach

Modeling and simulation study of speed control of a Photovoltaic assisted Hybrid Electric Vehicle

Pitch contour modelling and modification for expressive Marathi speech synthesis

TDEC: Threshold-sensitive deterministic energy efficient clustering protocol for Wireless Sensor Networks

Wideband printed dipole antenna with embedded loops and coupling patches for digital TV signal reception

Wireless Power Transfer using microstrip antenna assigned with graded index lenses for WSN

Question Classification using syntactic and rule based approach

Analysis of resonance based Wireless Power Transmission using circuit theory approach

Low power divider using vedic mathematics

Design and analysis of program counter using finite state machine and incrementer based logic

Performance analysis of ensemble learning for predicting defects in open source software

A broker based approach for cloud provider selection

An electrooculogram based real time system for measurement and analysis of visual stimuli for detecting strabismus and nystagmus

Performance analysis of IR-UWB TR receiver using cooperative dual hop AF strategy

A composite data Prefetcher framework for multilevel caches

To study non linear features in circadian heart rate variability amongst healthy subjects

Directory based cache coherence modeller in multiprocessors: Medium insight

Performance analysis of alternative adder cell structures using clocked and non-clocked logic styles at 45nm technology

AnchLP: An anchor-based localization protocol for wireless sensor networks

Classification of facebook news feeds and sentiment analysis

Thermal modeling of homogeneous embedded multi-core processors

Irrigation with grid architecture sensor network

A trust-based Probing to secure data routing

Design and Implementation of a forensic framework for Cloud in OpenStack cloud platform

Effect of implementing different PID algorithms on controllers designed for SOPDT process

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Syntactic-based region algorithm for volumetric segmentation

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Sustainable power production and purification of water

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LSB based image steganography using X-Box mapping

Multicode CDMA/CI for multimedia services over LEO satellite channel

Gray testing support in software repository with keyword based extraction

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Analytical study of implementation issues of NTRU

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A modified technique for Word Sense Disambiguation using Lesk algorithm in Hindi language

Sys-log classifier for Complex Event Processing system in network security

Devanagari text extraction from natural scene images

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Capacitor less dram cell design for high performance embedded system

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Comparative analysis of Indian wheat seed classification

A rule based bengali stemmer

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Differential Evolution for solving Multi Area Economic Dispatch

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Cuffless BP measurement using a correlation study of pulse transient time and heart rate

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Behavioural analysis for prevention of intranet information leakage

XDSched:A synchronized web based and mobile based solution for examiner's duty schedule

GridSys- A state of the art grid framework

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Proposal for integrated system architecture in utilities

Structural model for the adoption of online advertising on social network in Vietnam

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Virtual Machine for Android based Smart Phone

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2013 International Conference on Advances in Computing, Communications and Informatics (ICACCI)

Exploiting label dependency and feature similarity for multi-label classification

Content Provider	IEEE Xplore Digital Library
Author	Nedungadi, P. Haripriya, H.
Copyright Year	2014
Description	Author affiliation: Amrita CREATE, Amrita Univ., Coimbatore, India (Nedungadi, P.; Haripriya, H.)
Abstract	Multi-label classification is an emerging research area in which an object may belong to more than one class simultaneously. Existing methods either consider feature similarity or label similarity for label set prediction. We propose a strategy to combine both k-Nearest Neighbor (kNN) algorithm and multiple regression in an efficient way for multi-label classification. kNN works well in feature space and multiple regression works well for preserving label dependent information with generated models for labels. Our classifier incorporates feature similarity in the feature space and label dependency in the label space for prediction. It has a wide range of applications in various domains such as in information retrieval, query categorization, medical diagnosis and marketing.
Starting Page	2196
Ending Page	2200
File Size	533878
Page Count	5
File Format	PDF
ISBN	9781479930784
e-ISBN	9781479930807
DOI	10.1109/ICACCI.2014.6968582
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2014-09-24
Publisher Place	India
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Multilabel Prediction algorithms KNN Multiple rgression
Content Type	Text
Resource Type	Article

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7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in