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Nishan Mills

La Trobe University

12H-index
37Paper Count
587Citation Count
Published Papers 16
Publication Date
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Addressing Hallucinations in Generative AI Agents using Observability and Dual Memory Knowledge Graphs
errKnowledge-Based Systems
IF7.6
err2026-02-07
err0
PREAI
errAmali Matharaarachchi; Harsha Moraliyage; Nishan Mills; Gihan Gamage; Daswin De Silva; Milos Manic
errShare
errSave
Solar power forecasting with sparse deep learning for fast frequency response ancillary services
errInternational Journal of Electrical Power & Energy Systems
IF5
err2026-01-13
err0
errOAAI
errDilantha Haputhanthri; Daswin De Silva; Okyay Kaynak; Nishan Mills; Sachin Kahawala; Harsha Moraliyage; Andrew Jennings
errShare
errSave
Generative AI Agents for Bedside Sleep Apnea Detection and Sleep Coaching
errMachine Learning and Knowledge Extraction 2025, Vol. 7, Page 159
IF6
err2025-12-03
err0
errOAAI
errAshan Dhananjaya; Gihan Gamage; Sivaluxman Sivananthavel; Nishan Mills; Daswin De Silva; Milos Manic
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errSave
Zero-Shot to Head-Shot: Hyperpersonalization in the Age of Generative AI
errApplied System Innovation 2025, Vol. 8, Page 186
IF3.7
err2025-11-30
err0
errOAAI
errKanishka Dandeniya; Sam Saltis; Shalinka Jayatilleke; Nishan Mills; Harsha Moraliyage; Daswin De Silva; Milos Manic
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errSave
Robotic Motion Intelligence Using Vector Symbolic Architectures and Blockchain-Based Smart Contracts
errROBOTICS
IF3.3
err2025-03-28
err0
errOAAI
errDe Silva, Daswin; Withanage, Sudheera; Sumanasena, Vidura; Gunasekara, Lakshitha; Moraliyage, Harsha; Mills, Nishan; Manic, Milos
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errSave
Responsible Artificial Intelligence Hyper-Automation with Generative AI Agents for Sustainable Cities of the Future
errSMART CITIES
IF5.5
err2025-02-17
err0
errOAAI
errDe Silva, Daswin; Mills, Nishan; Moraliyage, Harsha; Rathnayaka, Prabod; Wishart, Sam; Jennings, Andrew
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errSave
Hypervector Approximation of Complex Manifolds for Artificial Intelligence Digital Twins in Smart Cities
errSMART CITIES
IF5.5
err2024-11-07
err0
errOAAI
errKahawala, Sachin; Madhusanka, Nuwan; De Silva, Daswin; Osipov, Evgeny; Mills, Nishan; Manic, Milos; Jennings, Andrew
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errSave
An artificial intelligence framework for explainable drift detection in energy forecasting
errENERGY AND AI
IF9.6
err2024-09-01
err1
errOAAI
errSamarajeewa, Chamod; De Silva, Daswin; Manic, Milos; Mills, Nishan; Moraliyage, Harsha; Alahakoon, Damminda; Jennings, Andrew
errShare
errSave
Emotion AWARE: an artificial intelligence framework for adaptable, robust, explainable, and multi-granular emotion analysis
errJOURNAL OF BIG DATA
IF6.4
err2024-07-10
err0
errOAAI
errGamage, Gihan; De Silva, Daswin; Mills, Nishan; Alahakoon, Damminda; Manic, Milos
errShare
errSave
The Human-Centred Design of a Universal Module for Artificial Intelligence Literacy in Tertiary Education Institutions
errMACHINE LEARNING AND KNOWLEDGE EXTRACTION
IF6
err2024-05-18
err1
errOAAI
errDe Silva, Daswin; Jayatilleke, Shalinka; El-Ayoubi, Mona; Issadeen, Zafar; Moraliyage, Harsha; Mills, Nishan
errShare
errSave
Optimizing Generative AI Chatbots for Net-Zero Emissions Energy Internet-of-Things Infrastructure
errENERGIES
IF3.2
err2024-04-18
err1
errOAAI
errMatharaarachchi, Amali; Mendis, Wishmitha; Randunu, Kanishka; De Silva, Daswin; Gamage, Gihan; Moraliyage, Harsha; Mills, Nishan; Jennings, Andrew
errShare
errSave
Opportunities and Challenges of Generative Artificial Intelligence: Research, Education, Industry Engagement, and Social Impact
errIEEE INDUSTRIAL ELECTRONICS MAGAZINE
IF4.1
err2024-01-01
err0
PREAI
errDe Silva, Daswin; Kaynak, Okyay; El-Ayoubi, Mona; Mills, Nishan; Alahakoon, Damminda; Manic, Milos
errShare
errSave
Explainable Artificial Intelligence for Crowd Forecasting Using Global Ensemble Echo State Networks
errIEEE OPEN JOURNAL OF THE INDUSTRIAL ELECTRONICS SOCIETY
IF4.3
err2024-01-01
err1
errOAAI
errSamarajeewa, Chamod; De Silva, Daswin; Manic, Milos; Mills, Nishan; Rathnayaka, Prabod; Jennings, Andrew
errShare
errSave
A Robust Artificial Intelligence Approach with Explainability for Measurement and Verification of Energy Efficient Infrastructure for Net Zero Carbon Emissions
errSENSORS
IF3.5
err2022-12-05
err14
errOAAI
errMoraliyage, Harsha; Dahanayake, Sanoshi; De Silva, Daswin; Mills, Nishan; Rathnayaka, Prabod; Nguyen, Su; Alahakoon, Damminda; Jennings, Andrew
errShare
errSave
A self structuring artificial intelligence framework for deep emotions modeling and analysis on the social web
errFUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE
IF6.1
err2021-03-01
err26
PREAI
errAdikari, Achini; Gamage, Gihan; de Silva, Daswin; Mills, Nishan; Wong, Sze-Meng Jojo; Alahakoon, Damminda
errShare
errSave
Generating Situational Awareness of Pedestrian and Vehicular Movement in Urban Areas Using IoT Data Streams
errIEEE INTERNET OF THINGS JOURNAL
IF8.9
err2020-05-01
err7
PREAI
errMills, Nishan; de Silva, Daswin; Alahakoon, Damminda
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errSave

Research Directions

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Co-authors
Cooperation Journals
O
Okyay Kaynak
H-index: 72 · Papers: 604
M
Milos Manic
H-index: 38 · Papers: 296
S
Su Nguyen
H-index: 35 · Papers: 144
D
Damminda Alahakoon
H-index: 35 · Papers: 294
D
Daswin De Silva
H-index: 31 · Papers: 173
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