Aneesh Krishna

Orcid: 0000-0001-8637-5732

According to our database1, Aneesh Krishna authored at least 144 papers between 2003 and 2024.

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Bibliography

2024
MURE: Multi-layer real-time livestock management architecture with unmanned aerial vehicles using deep reinforcement learning.
Future Gener. Comput. Syst., 2024

A Codebert Based Empirical Framework for Evaluating Classification-Enabled Vulnerability Prediction Models.
Proceedings of the 17th Innovations in Software Engineering Conference, 2024

Thesis Proposal: Detecting Empathy Using Multimodal Language Model.
Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

An Empirical Analysis on Leveraging User Reviews with NLP-Enhanced Word Embeddings for App Rating Prediction.
Proceedings of the Advanced Information Networking and Applications, 2024

Investigating BERT Layer Performance and SMOTE Through MLP-Driven Ablation on Gittercom.
Proceedings of the Advanced Information Networking and Applications, 2024

2023
Improved Short-term Dense Bottleneck network for efficient scene analysis.
Comput. Vis. Image Underst., October, 2023

A real-time semantic segmentation model using iteratively shared features in multiple sub-encoders.
Pattern Recognit., August, 2023

Multi-agent based coalition formation of prosumers in microgrids using the i* goal modelling.
Int. J. Knowl. Based Intell. Eng. Syst., July, 2023

Machine learning with word embedding for detecting web-services anti-patterns.
J. Comput. Lang., 2023

Egalitarian Transient Service Composition in Crowdsourced IoT Environment.
IEEE Trans. Serv. Comput., 2023

Multi-Encoder Context Aggregation Network for Structured and Unstructured Urban Street Scene Analysis.
IEEE Access, 2023

On-graph Machine Learning-based Fraud Detection in Ethereum Cryptocurrency Transactions.
Proceedings of the 22nd IEEE International Conference on Trust, 2023

A Comparative Analysis on the Detection of Web Service Anti-Patterns Using Various Metrics.
Proceedings of the 16th Innovations in Software Engineering Conference, 2023

Automatic Identification of Video Game Development Problems using Word Embedding and Ensemble Classifiers.
Proceedings of the 16th Innovations in Software Engineering Conference, 2023

Effi-Seg: Rethinking EfficientNet Architecture for Real-Time Semantic Segmentation.
Proceedings of the Neural Information Processing - 30th International Conference, 2023

Empirical Analysis of Multi-label Classification on GitterCom Using BERT and ML Classifiers.
Proceedings of the Neural Information Processing - 30th International Conference, 2023

An Empirical Framework for Software Aging-Related Bug Prediction using Weighted Extreme Learning Machine.
Proceedings of the Communication Papers of the 18th Conference on Computer Science and Intelligence Systems, 2023

Empirical Analysis for Investigating the Effect of Machine Learning Techniques on Malware Prediction.
Proceedings of the 18th International Conference on Evaluation of Novel Approaches to Software Engineering, 2023

Software Engineering Comments Sentiment Analysis Using LSTM with Various Padding Sizes.
Proceedings of the 18th International Conference on Evaluation of Novel Approaches to Software Engineering, 2023

Semantic Segmentation for Improved Cell Nuclei Analysis.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2023

An Empirical Framework for Malware Prediction Using Multi-Layer Perceptron.
Proceedings of the OITS International Conference on Information Technology, 2023

COVID-19 Fake News Detection Using Cross-Domain Classification Techniques.
Proceedings of the AI 2023: Advances in Artificial Intelligence, 2023

Machine Learning as a Service (MLaaS) Selection with Incomplete QoS Information.
Proceedings of the Australasian Conference on Information Systems, 2023

2022
Goal-oriented requirement language model analysis using analytic hierarchy process.
Multiagent Grid Syst., 2022

Challenges and review of goal-oriented requirements engineering based competitive non-functional requirements analysis.
Multiagent Grid Syst., 2022

Machine learning-based proactive social-sensor service for mental health monitoring using twitter data.
Int. J. Inf. Manag. Data Insights, 2022

GRL goal analysis using zero-sum game theory.
Intell. Decis. Technol., 2022

Detection of web service anti-patterns using weighted extreme learning machine.
Comput. Stand. Interfaces, 2022

Sensitivity Analysis of Conflicting Goals in the <i>i</i>* Goal Model.
Comput. J., 2022

Temporal Match Analysis and Recommending Substitutions in Live Soccer Games.
Proceedings of the IEEE International Conference on Web Services, 2022

Software Sentiment Analysis using Deep-learning Approach with Word-Embedding Techniques.
Proceedings of the 17th Conference on Computer Science and Intelligence Systems, 2022

Explainable Detection of Microplastics Using Transformer Neural Networks.
Proceedings of the AI 2022: Advances in Artificial Intelligence, 2022

COVID-19 Article Classification Using Word-Embedding and Extreme Learning Machine with Various Kernels.
Proceedings of the Advanced Information Networking and Applications, 2022

Software Functional and Non-function Requirement Classification Using Word-Embedding.
Proceedings of the Advanced Information Networking and Applications, 2022

Predicting Cyber-Attacks on IoT Networks Using Deep-Learning and Different Variants of SMOTE.
Proceedings of the Advanced Information Networking and Applications, 2022

2021
Urban street scene analysis using lightweight multi-level multi-path feature aggregation network.
Multiagent Grid Syst., 2021

A Lightweight Multi-scale Feature Fusion Network for Real-Time Semantic Segmentation.
Proceedings of the Neural Information Processing - 28th International Conference, 2021

SCMNet: Shared Context Mining Network for Real-time Semantic Segmentation.
Proceedings of the 2021 Digital Image Computing: Techniques and Applications, 2021

An Empirical Study on Predictability of Software Code Smell Using Deep Learning Models.
Proceedings of the Advanced Information Networking and Applications, 2021

2020
Hybrid analytic hierarchy process-based quantitative satisfaction propagation in goal-oriented requirements engineering through sensitivity analysis.
Multiagent Grid Syst., 2020

The evaluation of a mobile user interface for people on the autism spectrum: An eye movement study.
Int. J. Hum. Comput. Stud., 2020

Investigating Information System Testing Gamification with Time Restrictions on Testers' Performance.
Australas. J. Inf. Syst., 2020

Detection of Web Service Anti-patterns Using Neural Networks with Multiple Layers.
Proceedings of the Neural Information Processing - 27th International Conference, 2020

Efficient Segmentation Pyramid Network.
Proceedings of the Neural Information Processing - 27th International Conference, 2020

An Empirical Analysis on the Role of WSDL Metrics in Web Service Anti-Pattern Prediction.
Proceedings of the 22nd IEEE International Conference on High Performance Computing and Communications; 18th IEEE International Conference on Smart City; 6th IEEE International Conference on Data Science and Systems, 2020

FANet: Feature Aggregation Network for Semantic Segmentation.
Proceedings of the Digital Image Computing: Techniques and Applications, 2020

2019
Cubic reward penalty structure for power distribution companies.
Int. J. Syst. Assur. Eng. Manag., 2019

Service delivery innovation for hospital emergency management using rich organizational modelling.
Health Informatics J., 2019

Game Theory-Based Reasoning of Opposing Non-functional Requirements using Inter-actor Dependencies.
Comput. J., 2019

Mixed-strategic Reasoning of the i* Goal Model.
Proceedings of the 23rd Pacific Asia Conference on Information Systems, 2019

On framework development for the dynamic prosumer coalition in a smart grid and its evaluation by analytic tools.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 23rd International Conference KES-2019, 2019

AHP based Optimal Reasoning of Non-functional Requirements in the i∗ Goal Model.
Proceedings of the Information Systems Development: Information Systems Beyond 2020, 2019

Prediction of Refactoring-Prone Classes Using Ensemble Learning.
Proceedings of the Neural Information Processing - 26th International Conference, 2019

On Logistics Management for Prosumer Business Information System Development and Implementation.
Proceedings of the Australasian Conference on Information Systems, 2019

2018
A Review on Methods for Detecting SNP Interactions in High-Dimensional Genomic Data.
IEEE ACM Trans. Comput. Biol. Bioinform., 2018

A deep hybrid model to detect multi-locus interacting SNPs in the presence of noise.
Int. J. Medical Informatics, 2018

Game Theory-Based Requirements Analysis in the i* Framework.
Comput. J., 2018

CEA Based Reasoning with the i∗ Framework.
Proceedings of the 22nd Pacific Asia Conference on Information Systems, 2018

Optimal Reasoning of Opposing Non-functional Requirements based on Game Theory.
Proceedings of the Information Systems Development: Designing Digitalization, 2018

Gamifying Information System Testing-Qualitative Validation through Focus Group Discussion.
Proceedings of the Information Systems Development: Designing Digitalization, 2018

Convolutional Model for Predicting SNP Interactions.
Proceedings of the Neural Information Processing - 25th International Conference, 2018

Application of SMOTE and LSSVM with Various Kernels for Predicting Refactoring at Method Level.
Proceedings of the Neural Information Processing - 25th International Conference, 2018

An Intensive Search for Higher-Order Gene-Gene Interactions by Improving Deep Learning Model.
Proceedings of the 18th IEEE International Conference on Bioinformatics and Bioengineering, 2018

2017
The impact of feature selection on maintainability prediction of service-oriented applications.
Serv. Oriented Comput. Appl., 2017

Incorporating Change Management Within Dynamic Requirements-Based Model-Driven Agent Development.
Comput. J., 2017

Use of Radio Frequency Identification Technology in Reducing Overcrowding at Hospital Emergency Departments.
Proceedings of the Information Systems Development: Advances in Methods, Tools and Management, 2017

Gamification of Information System Testing - Design Consideration through Focus Group Discussion.
Proceedings of the Information Systems Development: Advances in Methods, Tools and Management, 2017

Tuning Hyperparameters for Gene Interaction Models in Genome-Wide Association Studies.
Proceedings of the Neural Information Processing - 24th International Conference, 2017

2016
Face recognition based on Kinect.
Pattern Anal. Appl., 2016

Evaluation of associative classification-based multifactor dimensionality reduction in the presence of noise.
Netw. Model. Anal. Health Informatics Bioinform., 2016

A Deep Learning Approach to Detect SNP Interactions.
J. Softw., 2016

Risk Framework for Open Source Applications Using Agent Oriented Modelling.
J. Softw., 2016

Sensitivity Analysis of the i* Optimisation Model.
J. Softw., 2016

Approximate Query Processing on High Dimensionality Database Tables Using Multidimensional Cluster Sampling View.
J. Softw., 2016

Robust RGB-D face recognition using Kinect sensor.
Neurocomputing, 2016

Enhancing Public Service Delivery through Organisational Modeling.
CoRR, 2016

Towards Deep Learning in genome-Wide Association Interaction studies.
Proceedings of the 20th Pacific Asia Conference on Information Systems, 2016

Optimal Goal Programming of Softgoals in Goal- Oriented Requirements Engineering.
Proceedings of the 20th Pacific Asia Conference on Information Systems, 2016

Improving Strategy for Discovering Interacting Genetic Variants in Association Studies.
Proceedings of the Neural Information Processing - 23rd International Conference, 2016

2015
Rule-based analysis for detecting epistasis using associative classification mining.
Netw. Model. Anal. Health Informatics Bioinform., 2015

Non-Functional Requirements Framework: A Mathematical Programming Approach.
Comput. J., 2015

Quantitative Reasoning of Goal Satisfaction in the i*Framework.
Proceedings of the 27th International Conference on Software Engineering and Knowledge Engineering, 2015

Reasoning about Goal Satisfaction for Early Requirements Engineering in the i* Framework using Inter-Actor Dependency.
Proceedings of the 19th Pacific Asia Conference on Information Systems, 2015

Optimal Requirements-Dependent Model-Driven Agent Development.
Proceedings of the Information Systems Development: Transforming Healthcare through Information Systems, 2015

System architecture patterns a domain-based proposition.
Proceedings of the International Symposium on Consumer Electronics, 2015

A Multifactor Dimensionality Reduction Based Associative Classification for Detecting SNP Interactions.
Proceedings of the Neural Information Processing - 22nd International Conference, 2015

System architecture patterns: A consumer electronics domain based proposition.
Proceedings of the IEEE 5th International Conference on Consumer Electronics - Berlin, 2015

Multidimensional Cluster Sampling View on Large Databases for Approximate Query Processing.
Proceedings of the 19th IEEE International Enterprise Distributed Object Computing Conference, 2015

Dynamic Non-functional Requirements Based Model-Driven Agent Development.
Proceedings of the 24th Australasian Software Engineering Conference, 2015

Optimal Reasoning of Goals in the i* Framework.
Proceedings of the 2015 Asia-Pacific Software Engineering Conference, 2015

Citizen's Charter Driven Service Area Improvement.
Proceedings of the 2015 Asia-Pacific Software Engineering Conference, 2015

Lossless compression of topology of 3D triangulated irregular networks.
Proceedings of the 10th International Conference on Information, 2015

2014
Robust Face Recognition by Utilizing Color Information and Sparse Representation.
Int. J. Pattern Recognit. Artif. Intell., 2014

Detecting SNP Interactions in Balanced and Imbalanced Datasets using Associative Classification.
Aust. J. Intell. Inf. Process. Syst., 2014

Risk Measure Propagation through Organisational Network.
Proceedings of the IEEE 38th Annual Computer Software and Applications Conference, 2014

Software-as-a-Service Solution Implementation - Data Migration Perspective.
Proceedings of the IEEE 38th Annual Computer Software and Applications Conference, 2014

An Associative Classification Based Approach for Detecting SNP-SNP Interactions in High Dimensional Genome.
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Bioengineering, 2014

Duplicate Bug Report Detection Using Clustering.
Proceedings of the 23rd Australian Software Engineering Conference, 2014

2013
Using Kinect for face recognition under varying poses, expressions, illumination and disguise.
Proceedings of the 2013 IEEE Workshop on Applications of Computer Vision, 2013

Virtual Medical Board: A Distributed Bayesian Agent Based Approach (S).
Proceedings of the 25th International Conference on Software Engineering and Knowledge Engineering, 2013

Customer Requirement Patterns for Software Vendors.
Proceedings of the 16th IEEE International Conference on Computational Science and Engineering, 2013

Optimal Selection of Operationalizations for Non-Functional Requirements.
Proceedings of the Ninth Asia-Pacific Conference on Conceptual Modelling, 2013

2012
Face recognition using various scales of discriminant color space transform.
Neurocomputing, 2012

Supporting quantitative reasoning of non-functional requirements: A process-oriented approach.
Proceedings of the 2012 International Conference on Software and System Process, 2012

Tensor based robust color face recognition.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

2011
A Process Oriented Approach to Model Non-Functional Requirements Proposition Extending UML.
Proceedings of the 23rd International Conference on Software Engineering & Knowledge Engineering (SEKE'2011), 2011

Analyzing Empirical Data in Requirements Engineering Techniques.
Proceedings of the Information Systems Development, Reflections, Challenges and New Directions [Proceedings of ISD 2011, Heriot-Watt University, Edinburgh, Scotland, UK, August 24, 2011

The MCF Model: Utilizing Multiple Colors for Face Recognition.
Proceedings of the Sixth International Conference on Image and Graphics, 2011

Vehicle simulation and interception for military command and control systems.
Proceedings of the 8th International Conference on Information, 2011

2010
Quality Indicators in Requirements Elicitation.
Proceedings of the 22nd International Conference on Software Engineering & Knowledge Engineering (SEKE'2010), Redwood City, San Francisco Bay, CA, USA, July 1, 2010

Business Modeling with the Support of Multiple Notations in Requirements Engineering.
Proceedings of the Pacific Asia Conference on Information Systems, 2010

Extending UML with Non-functional Requirements Modelling.
Proceedings of the Information Systems Development, 2010

Verification of <i>i*</i> Models Using Alloy.
Proceedings of the Information Systems Development, 2010

2009
Consistency preserving co-evolution of formal specifications and agent-oriented conceptual models.
Inf. Softw. Technol., 2009

Ant Inspired Scalable Peer Selection in Ontology-Based Service Composition.
Proceedings of the 2009 IEEE World Congress on Services, Part II, 2009

Towards Optimising Non-functional Requirements.
Proceedings of the Ninth International Conference on Quality Software, 2009

An Integrated Approach to Managing Business Process Risk Using Rich Organizational Models.
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2009, 2009

A Process-Oriented Approach for the Optimal Satisficing of Non-Functional Requirements.
Proceedings of the Trustworthy Software Development Processes, 2009

2008
Requirements Modeling with Agent Programming.
Proceedings of the Information Systems Development, 2008

Dynamic Selection of Service Peers with Multiple Property Specifications.
Proceedings of the Business Process Management Workshops, 2008

A Pragmatic GIS-Oriented Ontology for Location Based Services.
Proceedings of the 19th Australian Software Engineering Conference (ASWEC 2008), 2008

Requirements Elicitation Using Goal-Based Organizational Model.
Proceedings of the 19th Australian Software Engineering Conference (ASWEC 2008), 2008

2007
An agent-based decentralised process management framework for web service composition.
Proceedings of the 2nf International Conference on Scalable Information Systems, 2007

Agent Based Executable Conceptual Models Using i* and CASO.
Proceedings of the Advances in Conceptual Modeling - Foundations and Applications, 2007

Managing Business Process Risk Using Rich Organizational Models.
Proceedings of the 31st Annual International Computer Software and Applications Conference, 2007

Integration of Agent-Oriented Conceptual Models and UML Activity Diagrams Using Effect Annotations.
Proceedings of the 31st Annual International Computer Software and Applications Conference, 2007

2006
Agent-oriented conceptual models to UML sequence diagrams via effect annotations.
Multiagent Grid Syst., 2006

Genre-based approach to Requirements Elicitation.
Proceedings of the Eighteenth International Conference on Software Engineering & Knowledge Engineering (SEKE'2006), 2006

Co-evolution of i* Models and 3APL Agents.
Proceedings of the Sixth International Conference on Quality Software (QSIC 2006), 2006

Co-evolution of Agent Oriented Conceptual Models and Use Case Diagrams.
Proceedings of the Sixth International Conference on Quality Software (QSIC 2006), 2006

Combined Approach for Supporting the Business Process Model Lifecycle.
Proceedings of the Pacific Asia Conference on Information Systems, 2006

Agent-Based Prototyping of Web-Based Systems.
Proceedings of the Advances in Applied Artificial Intelligence, 2006

Applying Agent-Oriented Modelling and Prototyping to Service-Oriented Systems.
Proceedings of the ICEIS 2006, 2006

Hybrid Modeling Using I* and Agentspeak(L) Agents in Agent Oriented Software Engineering.
Proceedings of the ICEIS 2006, 2006

Co-evolution of Agent-Oriented Conceptual Models and CASO Agent Programs.
Proceedings of the 2006 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2006

Combining <i>i</i>* and BPMN for Business Process Model Lifecycle Management.
Proceedings of the Business Process Management Workshops, 2006

2005
Towards Executable Specification: Combining i* and AgentSpeak(L) .
Proceedings of the 17th International Conference on Software Engineering and Knowledge Engineering (SEKE'2005), 2005

Loosely-coupled Consistency between Agent-oriented Conceptual Models and Z Specifications.
Proceedings of the 17th International Conference on Software Engineering and Knowledge Engineering (SEKE'2005), 2005

Combining Agent-oriented Conceptual Modelling and the UML Sequence Diagram.
Proceedings of the 17th International Conference on Software Engineering and Knowledge Engineering (SEKE'2005), 2005

Dynamic Coalition in Agent Aware Adhoc Virtual P2P Interconnect Grid Computing System - A3PVIGRID.
Proceedings of the ICEIS 2005, 2005

2004
Co-Evolution of Complementary Formal and Informal Requirements.
Proceedings of the 7th International Workshop on Principles of Software Evolution (IWPSE 2004), 2004

A Case Study of Combining I* Framework and the Z Notation.
Proceedings of the ICEIS 2004, 2004

Combining Agent-Oriented Conceptual Modelling with Formal Methods.
Proceedings of the 15th Australian Software Engineering Conference (ASWEC 2004), 2004

2003
Agent-assisted Distributed Requirements Elicitation and Management.
Proceedings of the Fifteenth International Conference on Software Engineering & Knowledge Engineering (SEKE'2003), 2003


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