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ORCIDGeeth de Mel
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Books and Theses
- 2014
[b1]Geeth de Mel:
Intelligent resource selection for sensor-task assignment : a knowledge-based approach. University of Aberdeen, UK, 2014
Journal Articles
- 2023
- [j7]Annika Marie Schoene
, Alexander P. Turner, Geeth de Mel, Nina Dethlefs:
Hierarchical Multiscale Recurrent Neural Networks for Detecting Suicide Notes. IEEE Trans. Affect. Comput. 14(1): 153-164 (2023) - 2021
- [j6]Iain Barclay, Harrison Taylor, Alun D. Preece, Ian J. Taylor, Dinesh C. Verma, Geeth de Mel:
A framework for fostering transparency in shared artificial intelligence models by increasing visibility of contributions. Concurr. Comput. Pract. Exp. 33(19) (2021) - 2019
- [j5]Chris Simpkin, Ian J. Taylor, Graham A. Bent, Geeth de Mel, Swati Rallapalli, Liang Ma, Mudhakar Srivatsa:
Constructing distributed time-critical applications using cognitive enabled services. Future Gener. Comput. Syst. 100: 70-85 (2019) - [j4]Emre Göynügür, Murat Sensoy, Geeth de Mel:
Enabling smart environments through scalable policy reasoning and Internet of Things. WIREs Data Mining Knowl. Discov. 9(2) (2019) - 2015
- [j3]Lance M. Kaplan, Murat Sensoy, Supriyo Chakraborty, Geeth de Mel:
Partial observable update for subjective logic and its application for trust estimation. Inf. Fusion 26: 66-83 (2015) - 2013
- [j2]Geeth de Mel, Murat Sensoy, Wamberto Weber Vasconcelos, Timothy J. Norman:
A hybrid reasoning mechanism for effective sensor selection for tasks. Eng. Appl. Artif. Intell. 26(2): 873-887 (2013) - [j1]Alun D. Preece, Timothy J. Norman, Geeth de Mel, Diego Pizzocaro, Murat Sensoy, Tien Pham:
Agilely Assigning Sensing Assets to Mission Tasks in a Coalition Context. IEEE Intell. Syst. 28(1): 57-63 (2013)
Conference and Workshop Papers
- 2024
- [c48]Smit Marvaniya, Jitendra Singh, Nicolas Galichet, Fred Ochieng Otieno, Geeth de Mel, Kommy Weldemariam:
Encoding Seasonal Climate Predictions with Modular Neural Network. ICASSP 2024: 6105-6109 - [c47]Shinnosuke Tanaka, James Barry, Vishnudev Kuruvanthodi, Movina Moses, Maxwell J. Giammona, Nathan Herr, Mohab Elkaref, Geeth de Mel:
KnowledgeHub: An End-to-End Tool for Assisted Scientific Discovery. IJCAI 2024: 8815-8819 - 2023
- [c46]Jinfeng Xiao, Mohab Elkaref, Nathan Herr, Geeth De Mel, Jiawei Han:
Taxonomy-Guided Fine-Grained Entity Set Expansion. SDM 2023: 631-639 - [c45]Mohab Elkaref, Nathan Herr, Shinnosuke Tanaka, Geeth De Mel:
NLPeople at SemEval-2023 Task 2: A Staged Approach for Multilingual Named Entity Recognition. SemEval@ACL 2023: 1148-1153 - [c44]Mohab Elkaref, Movina Moses, Shinnosuke Tanaka, James Barry, Geeth De Mel:
NLPeople at NADI 2023 Shared Task: Arabic Dialect Identification with Augmented Context and Multi-Stage Tuning. ArabicNLP 2023: 642-646 - 2020
- [c43]Víctor Valls, George Iosifidis, Geeth de Mel, Leandros Tassiulas:
Online Network Flow Optimization for Multi-Grade Service Chains. INFOCOM 2020: 1329-1338 - 2019
- [c42]Sukankana Chakraborty, Sebastian Stein, Markus Brede, Ananthram Swami, Geeth de Mel, Valerio Restocchi:
Competitive influence maximisation using voting dynamics. ASONAM 2019: 978-985 - [c41]Annika Marie Schoene, Geeth de Mel:
Pooling Tweets by Fine-Grained Emotions to Uncover Topic Trends in Social Media. FUSION 2019: 1-7 - [c40]Dinesh C. Verma, Seraphin B. Calo, Elisa Bertino, Geeth de Mel, Mudhakar Srivatsa:
Generating Client Side Policies for Cyber-Physical Safety. ICCCN 2019: 1-8 - [c39]Elisa Bertino, Graham White, Jorge Lobo, John Ingham, Gregory H. Cirincione, Alessandra Russo, Mark Law, Seraphin B. Calo, Irene Manotas, Dinesh C. Verma, Amani Abu Jabal, Daniel Cunnington, Geeth de Mel:
Generative Policies for Coalition Systems - A Symbolic Learning Framework. ICDCS 2019: 1590-1600 - [c38]Graham White, Daniel Cunnington, Mark Law, Elisa Bertino, Geeth de Mel, Alessandra Russo:
A Comparison Between Statistical and Symbolic Learning Approaches for Generative Policy Models. ICMLA 2019: 1314-1321 - [c37]Dinesh C. Verma, Graham White, Geeth de Mel:
Federated AI for the Enterprise: A Web Services Based Implementation. ICWS 2019: 20-27 - [c36]Daniel Cunnington, Irene Manotas, Mark Law, Geeth de Mel, Seraphin B. Calo, Elisa Bertino, Alessandra Russo:
A Generative Policy Model for Connected and Autonomous Vehicles. ITSC 2019: 1558-1565 - [c35]Daniel Cunnington, Graham White, Mark Law, Geeth de Mel:
A Demonstration of Generative Policy Models in Coalition Environments. PAAMS 2019: 242-245 - [c34]Farhad Mohsin, Xingjian Zhao, Zhuo Hong, Geeth de Mel, Lirong Xia, Oshani Seneviratne:
Ontology Aided Smart Contract Execution for Unexpected Situations. BlockSW/CKG@ISWC 2019 - [c33]Victor Valls, Geeth de Mel, Heesung Kwon, Leandros Tassiulas:
Online Distributed Analytics at the Edge with Multiple Service Grades. SMARTCOMP 2019: 51-56 - [c32]Dinesh C. Verma, Elisa Bertino, Geeth de Mel, John Melrose:
On the Impact of Generative Policies on Security Metrics. SMARTCOMP 2019: 104-109 - 2018
- [c31]Seraphin B. Calo, Irene Manotas, Geeth de Mel, Daniel Cunnington, Mark Law, Dinesh C. Verma, Alessandra Russo, Elisa Bertino:
AGENP: An ASGrammar-based GENerative Policy Framework. PADG@ESORICS 2018: 3-20 - [c30]Gavin Pearson, Dinesh C. Verma, Geeth de Mel:
Value of Information: Quantification and Application to Coalition Machine Learning. PADG@ESORICS 2018: 21-41 - [c29]Dinesh C. Verma, Seraphin B. Calo, Shonda Witherspoon, Irene Manotas, Elisa Bertino, Amani M. Abu Jabal, Greg Cirincione, Ananthram Swami, Gavin Pearson, Geeth de Mel:
Self-Generating Policies for Machine Learning in Coalition Environments. PADG@ESORICS 2018: 42-65 - [c28]Nick Nordlund, Heesung Kwon, Geeth Ranmal De Mel, Leandros Tassiulas:
Image Classification on the Edge for Fast Multi-Camera Object Tracking. MILCOM 2018: 1-5 - [c27]Graham A. Bent, Geeth de Mel, Raghu K. Ganti, Tom La Porta, Gavin Pearson, Tien Pham, Sebastian Stein, Leandros Tassiulas, Ian J. Taylor:
Learning Service Semantics for Self-Organization in Distributed Environments: Concepts and Research Directions. MILCOM 2018: 1080-1085 - [c26]Daniel Cunnington, Geeth de Mel, Darren Shaw:
Reduce Cognitive Burden on Drivers through Contextualising Environments. VTC Spring 2018: 1-7 - 2017
- [c25]Emre Göynügür, Sara Bernardini, Geeth de Mel, Kartik Talamadupula, Murat Sensoy:
Policy Conflict Resolution in IoT via Planning. Canadian AI 2017: 169-175 - [c24]Elisa Bertino, Geeth de Mel, Alessandra Russo, Seraphin B. Calo, Dinesh C. Verma:
Community-based self generation of policies and processes for assets: Concepts and research directions. IEEE BigData 2017: 2961-2969 - [c23]Emre Göynügür, Murat Sensoy, Geeth de Mel:
Combining semantic web and IoT to reason with health and safety policies. IEEE BigData 2017: 2990-2997 - [c22]Dinesh C. Verma, Geeth de Mel:
Measures of network centricity for edge deployment of IoT applications. IEEE BigData 2017: 4612-4620 - [c21]Amani Abu Jabal, Elisa Bertino, Geeth de Mel:
Provenance-Based Scientific Workflow Search. eScience 2017: 119-127 - [c20]Emre Göynügür, Geeth de Mel, Murat Sensoy, Kartik Talamadupula, Seraphin B. Calo:
A Knowledge Driven Policy Framework for Internet of Things. ICAART (2) 2017: 207-216 - [c19]Chris Simpkin, Ian J. Taylor, Graham A. Bent, Geeth de Mel, Swati Rallapalli:
Decentralized microservice workflows for coalition environments. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2017: 1-7 - 2016
- [c18]Murat Sensoy, Lance M. Kaplan, Geeth de Mel, Taha D. Gunes:
SOBE: Source Behavior Estimation for Subjective Opinions In Multiagent Systems (Extended Abstract). AAMAS 2016: 1433-1434 - [c17]Murat Sensoy, Lance M. Kaplan, Geeth de Mel, Taha D. Gunes:
Source behavior discovery for fusion of subjective opinions. FUSION 2016: 138-145 - [c16]James Edwards, Taylor Cassidy, Geeth de Mel, Thomas F. La Porta:
Integrating quality of information with pragmatic assistance. PerCom Workshops 2016: 1-7 - [c15]Murat Sensoy, Lance M. Kaplan, Geeth de Mel:
Semantic Reasoning with Uncertain Information from Unreliable Sources. PRIMA 2016: 92-109 - 2015
- [c14]Christos Parizas, Geeth de Mel, Alun D. Preece, Murat Sensoy, Seraphin B. Calo, Tien Pham:
Interest-Based Negotiation for Policy-Regulated Asset Sharing. COIN@AAMAS/IJCAI 2015: 300-319 - [c13]Murat Sensoy, Lance M. Kaplan, Gonul Ayci, Geeth de Mel:
FUSE-BEE: Fusion of subjective opinions through behavior estimation. FUSION 2015: 558-565 - [c12]Kasthuri Jayarajah, Shuochao Yao, Raghava Mutharaju, Archan Misra, Geeth de Mel, Julie Skipper, Tarek F. Abdelzaher, Michael Kolodny:
Social Signal Processing for Real-Time Situational Understanding: A Vision and Approach. MASS 2015: 627-632 - [c11]Brian Donohue, Douglas Kutach, Amardeep Bhattal, Dave Braines, Geeth de Mel, Robert Ganger, Tien Pham, Ron Rudnicki, Barry Smith:
Controlled and Uncontrolled English for Ontology Editing. STIDS 2015: 74-81 - 2014
- [c10]Federico Cerutti, Geeth de Mel, Timothy J. Norman, Nir Oren, Artemis Parvizi, Paul Sullivan, Alice Toniolo:
Obfuscation of Semantic Data: Restricting the Spread of Sensitive Information. Description Logics 2014: 434-446 - [c9]Dave Braines, Alun D. Preece, Geeth de Mel, Tien Pham:
Enabling CoIST users: D2D at the network edge. FUSION 2014: 1-8 - [c8]Lance M. Kaplan, Murat Sensoy, Geeth de Mel:
Trust estimation and fusion of uncertain information by exploiting consistency. FUSION 2014: 1-8 - 2013
- [c7]Murat Sensoy, Geeth de Mel, Lance M. Kaplan, Tien Pham, Timothy J. Norman:
TRIBE: Trust revision for information based on evidence. FUSION 2013: 914-921 - [c6]Lance M. Kaplan, Murat Sensoy, Yuqing Tang, Supriyo Chakraborty, Chatschik Bisdikian, Geeth de Mel:
Reasoning under uncertainty: Variations of subjective logic deduction. FUSION 2013: 1910-1917 - 2012
- [c5]Alun D. Preece, Diego Pizzocaro, Dave Braines, David H. Mott, Geeth de Mel, Tien Pham:
Integrating hard and soft information sources for D2D using controlled natural language. FUSION 2012: 1330-1337 - 2011
- [c4]Murat Sensoy, Geeth de Mel, Wamberto Weber Vasconcelos, Timothy J. Norman:
Ontological logic programming. WIMS 2011: 44 - 2010
- [c3]Murat Sensoy, Wamberto Weber Vasconcelos, Geeth de Mel, Timothy J. Norman:
Semantic Matchmaking of Assets to Missions. ATOP@AAMAS 2010: 35-54 - [c2]Murat Sensoy, Geeth de Mel, Wamberto Weber Vasconcelos, Timothy J. Norman:
Position Paper: Ontological Logic Programming. SSN 2010 - 2008
- [c1]Mario Gomez, Alun D. Preece, Matthew P. Johnson, Geeth de Mel, Wamberto Weber Vasconcelos, Christopher Gibson, Amotz Bar-Noy, Konrad Borowiecki, Thomas La Porta, Diego Pizzocaro, Hosam Rowaihy, Gavin Pearson, Tien Pham:
An Ontology-Centric Approach to Sensor-Mission Assignment. EKAW 2008: 347-363
Informal and Other Publications
- 2024
- [i6]Shinnosuke Tanaka, James Barry, Vishnudev Kuruvanthodi, Movina Moses, Maxwell J. Giammona, Nathan Herr, Mohab Elkaref, Geeth De Mel:
KnowledgeHub: An end-to-end Tool for Assisted Scientific Discovery. CoRR abs/2406.00008 (2024) - 2023
- [i5]Smit Marvaniya, Jitendra Singh, Nicolas Galichet, Fred Ochieng Otieno, Geeth De Mel, Kommy Weldemariam:
Encoding Seasonal Climate Predictions for Demand Forecasting with Modular Neural Network. CoRR abs/2309.02248 (2023) - 2021
- [i4]Iain Barclay, Harrison Taylor, Alun D. Preece, Ian J. Taylor, Dinesh C. Verma, Geeth de Mel:
A framework for fostering transparency in shared artificial intelligence models by increasing visibility of contributions. CoRR abs/2103.03610 (2021) - 2019
- [i3]Daniel Cunnington, Graham White, Geeth de Mel:
Synthetic Ground Truth Generation for Evaluating Generative Policy Models. CoRR abs/1904.13233 (2019) - [i2]Dinesh C. Verma, Seraphin B. Calo, Shonda Witherspoon, Elisa Bertino, Amani Abu Jabal, Ananthram Swami, Greg Cirincione, Simon Julier, Graham White, Geeth de Mel, Gavin Pearson:
Federated Learning for Coalition Operations. CoRR abs/1910.06799 (2019) - 2018
- [i1]Amar Viswanathan, Geeth de Mel, James A. Hendler:
Feature-based reformulation of entities in triple pattern queries. CoRR abs/1807.01801 (2018)
Coauthor Index
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