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Komminist Weldemariam
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Publications
- 2024
- [c66]Ayush Jain, Manikandan Padmanaban, Jagabondhu Hazra, Shantanu Godbole, Komminist Weldemariam:
A Framework for Emission Reduction in Scope 3 Climate Actions using Domain-adapted Foundation Model. COMAD/CODS 2024: 316-324 - 2023
- [j12]Jagabondhu Hazra, Shantanu Godbole, Kommy Weldemariam, Maja Vukovic:
AI for Environmental Intelligence in the Digital Economy. Ubiquity 2023(September): 1-9 (2023) - [i18]Girmaw Abebe Tadesse, Jannis Born, Celia Cintas, William Ogallo, Dmitry Zubarev, Matteo Manica, Komminist Weldemariam:
Domain-agnostic and Multi-level Evaluation of Generative Models. CoRR abs/2301.08750 (2023) - [i17]Ayush Jain, Manikandan Padmanaban, Jagabondhu Hazra, Shantanu Godbole, Kommy Weldemariam:
Supply chain emission estimation using large language models. CoRR abs/2308.01741 (2023) - [i15]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) - [i14]S. Karthik Mukkavilli, Daniel Salles Civitarese, Johannes Schmude, Johannes Jakubik, Anne Jones, Nam Nguyen, Christopher Phillips, Sujit Roy, Shraddha Singh, Campbell D. Watson, Raghu K. Ganti, Hendrik F. Hamann, Udaysankar Nair, Rahul Ramachandran, Kommy Weldemariam:
AI Foundation Models for Weather and Climate: Applications, Design, and Implementation. CoRR abs/2309.10808 (2023) - [i13]Johannes Jakubik, Sujit Roy, C. E. Phillips, Paolo Fraccaro, Denys Godwin, Bianca Zadrozny, Daniela Szwarcman, Carlos Gomes, Gabby Nyirjesy, Blair Edwards, Daiki Kimura, Naomi Simumba, Linsong Chu, S. Karthik Mukkavilli, Devyani Lambhate, Kamal Das, Ranjini Bangalore, Dário A. B. Oliveira, Michal Muszynski, Kumar Ankur, Muthukumaran Ramasubramanian, Iksha Gurung, Sam Khallaghi, Hanxi Li, Michael Cecil, Maryam Ahmadi, Fatemeh Kordi, Hamed Alemohammad, Manil Maskey, Raghu K. Ganti, Kommy Weldemariam, Rahul Ramachandran:
Foundation Models for Generalist Geospatial Artificial Intelligence. CoRR abs/2310.18660 (2023) - 2022
- [j11]Celia Cintas, Skyler Speakman, Girmaw Abebe Tadesse, Victor Akinwande, Edward McFowland III, Komminist Weldemariam:
Pattern detection in the activation space for identifying synthesized content. Pattern Recognit. Lett. 153: 207-213 (2022) - [c65]Paolo Fraccaro, Nikola Stoyanov, Zaheed Gaffoor, Laura Elena Cue La Rosa, Jitendra Singh, Tatsuya Ishikawa, Blair Edwards, Anne Jones, Komminist Weldemariam:
Deploying an Artificial Intelligence Application to Detect Flood from Sentinel 1 Data. AAAI 2022: 12489-12495 - [i12]Girmaw Abebe Tadesse, Oliver Bent, Komminist Weldemariam, Md. Abrar Istiak, Taufiq Hasan, Andrea Cavallaro:
BON: An extended public domain dataset for human activity recognition. CoRR abs/2209.05077 (2022) - [i11]Blair Edwards, Paolo Fraccaro, Nikola Stoyanov, Nelson Bore, Julian Kuehnert, Kommy Weldemariam, Anne Jones:
Climate Impact Modelling Framework. CoRR abs/2209.12080 (2022) - 2021
- [j10]Girmaw Abebe Tadesse, Hamza A. Javed, Komminist Weldemariam, Yong Liu, Jin Liu, Jiyan Chen, Tingting Zhu:
DeepMI: Deep multi-lead ECG fusion for identifying myocardial infarction and its occurrence-time. Artif. Intell. Medicine 121: 102192 (2021) - [c64]Celia Cintas, Victor Akinwande, Ramya Raghavendra, Girmaw Abebe Tadesse, Aisha Walcott, Charity Wayua, Fredrick Makumbi, Rhoda Wanyenze, Komminist Weldemariam:
Data-Driven Sequential Uptake Pattern Discovery for Family Planning Studies. AMIA 2021 - [d1]Girmaw Abebe Tadesse, Oliver Bent, Komminist Weldemariam, Md. Abrar Istiak, Taufiq Hasan:
BON - Egocentric Vision Dataset for Office Activity Recognition. IEEE DataPort, 2021 - [i10]Girmaw Abebe Tadesse, Hamza A. Javed, Yong Liu, Jin Liu, Jiyan Chen, Komminist Weldemariam, Tingting Zhu:
DeepMI: Deep Multi-lead ECG Fusion for Identifying Myocardial Infarction and its Occurrence-time. CoRR abs/2104.02054 (2021) - [i9]Celia Cintas, Skyler Speakman, Girmaw Abebe Tadesse, Victor Akinwande, Edward McFowland III, Komminist Weldemariam:
Pattern Detection in the Activation Space for Identifying Synthesized Content. CoRR abs/2105.12479 (2021) - 2020
- [j9]Girmaw Abebe Tadesse, Oliver Bent, Lucio Marcenaro, Komminist Weldemariam, Andrea Cavallaro:
Privacy-Aware Human Activity Recognition From a Wearable Camera: Highlights From the IEEE Video And Image Processing Cup 2019 Student Competition [SP Competitions]. IEEE Signal Process. Mag. 37(3): 168-172 (2020) - [c63]William Ogallo, Skyler Speakman, Victor Akinwande, Kush R. Varshney, Aisha Walcott, Charity Wayua, Komminist Weldemariam, Claire-Helene Mershon, Nosa Orobaton:
Identifying Factors Associated with Neonatal Mortality in Sub-Saharan Africa using Machine Learning. AMIA 2020 - [c62]Andrew Kinai, Fred Otieno, Nelson Bore, Komminist Weldemariam:
Multi-factor authentication for users of non-internet based applications of blockchain-based platforms. Blockchain 2020: 525-531 - [c61]Girmaw Abebe Tadesse, Hamza A. Javed, Komminist Weldemariam, Tingting Zhu:
A Spectral-longitudinal Model for Detection of Heart Attack from 12-lead Electrocardiogram Waveforms. EMBC 2020: 6009-6012 - [c60]Samuel C. Maina, Reginald E. Bryant, William O. Ogallo, Kush R. Varshney, Skyler Speakman, Celia Cintas, Aisha Walcott-Bryant, Robert-Florian Samoilescu, Komminist Weldemariam:
Preservation of Anomalous Subgroups On Variational Autoencoder Transformed Data. ICASSP 2020: 3627-3631 - [c59]Nelson Bore, Andrew Kinai, Peninah Waweru, Isaac Wambugu, Juliet Mutahi, Everlyne Kemunto, Reginald E. Bryant, Komminist Weldemariam:
AGWS: Blockchain-enabled Small-scale Farm Digitization. IEEE ICBC 2020: 1-9 - [c58]Charles M. Wachira, Sekou L. Remy, Oliver Bent, Nelson Bore, Samuel Osebe, Komminist Weldemariam, Aisha Walcott-Bryant:
A Platform for Disease Intervention Planning. ICHI 2020: 1-8 - [c57]Celia Cintas, Skyler Speakman, Victor Akinwande, William Ogallo, Komminist Weldemariam, Srihari Sridharan, Edward McFowland:
Detecting Adversarial Attacks via Subset Scanning of Autoencoder Activations and Reconstruction Error. IJCAI 2020: 876-882 - [c56]William Ogallo, Skyler Speakman, Victor Akinwande, Kush R. Varshney, Aisha Walcott-Bryant, Charity Wayua, Komminist Weldemariam:
Inspection of Blackbox Models for Evaluating Vulnerability in Maternal, Newborn, and Child Health. IJCAI 2020: 5282-5284 - [c55]Celia Cintas, Ramya Raghavendra, Victor Akinwande, Aisha Walcott-Bryant, Charity Wayua, Komminist Weldemariam:
Decision Platform for Pattern Discovery and Causal Effect Estimation in Contraceptive Discontinuation. IJCAI 2020: 5288-5290 - [c54]Girmaw Abebe Tadesse, Komminist Weldemariam, Hamza A. Javed, Yong Liu, Jin Liu, Jiyan Chen, Tingting Zhu:
Discriminant Knowledge Extraction from Electrocardiograms for Automated Diagnosis of Myocardial Infarction. PKAW 2020: 70-82 - [i8]Nelson Bore, Andrew Kinai, Peninah Waweru, Isaac Wambugu, Juliet Mutahi, Everlyne Kemunto, Reginald E. Bryant, Komminist Weldemariam:
ADW: Blockchain-enabled Small-scale Farm Digitization. CoRR abs/2003.06862 (2020) - [i7]Andrew Kinai, Fred Otieno, Nelson Bore, Komminist Weldemariam:
Multi-factor authentication for users of non-internet based applications of blockchain-based platforms. CoRR abs/2010.07818 (2020) - [i6]Girmaw Abebe Tadesse, Celia Cintas, Skyler Speakman, Komminist Weldemariam:
Prediction of neonatal mortality in Sub-Saharan African countries using data-level linkage of multiple surveys. CoRR abs/2011.12707 (2020) - 2019
- [c53]Reginald E. Bryant, Celia Cintas, Isaac Wambugu, Andrew Kinai, Abdigani Diriye, Komminist Weldemariam:
Evaluation of Bias in Sensitive Personal Information Used to Train Financial Models. GlobalSIP 2019: 1-5 - [c52]Nelson Bore, Andrew Kinai, Juliet Mutahi, David Kaguma, Fred Otieno, Sekou L. Remy, Komminist Weldemariam:
On Using Blockchain Based Workflows. IEEE ICBC 2019: 112-116 - [c51]Nelson Kibichii Bore, Ravi Kiran Raman, Isaac M. Markus, Sekou L. Remy, Oliver Bent, Michael Hind, Eleftheria Kyriaki Pissadaki, Biplav Srivastava, Roman Vaculín, Kush R. Varshney, Komminist Weldemariam:
Promoting Distributed Trust in Machine Learning and Computational Simulation. IEEE ICBC 2019: 311-319 - [c50]Samuel Osebe, Aisha Walcott, Komminist Weldemariam, Charles M. Wachira, Fiona Matu, Nelson Bore, David Kaguma, Juliet Mutahi, William Ogallo, Celia Cintas, Sekou L. Remy:
Enabling Care Continuity using a Digital Health Wallet. ICHI 2019: 1-7 - [i5]Daniel Omeiza, Skyler Speakman, Celia Cintas, Komminist Weldemariam:
Smooth Grad-CAM++: An Enhanced Inference Level Visualization Technique for Deep Convolutional Neural Network Models. CoRR abs/1908.01224 (2019) - [i4]Reginald E. Bryant, Celia Cintas, Isaac Wambugu, Andrew Kinai, Komminist Weldemariam:
Analyzing Bias in Sensitive Personal Information Used to Train Financial Models. CoRR abs/1911.03623 (2019) - [i3]Samuel C. Maina, Reginald E. Bryant, William O. Goal, Robert-Florian Samoilescu, Kush R. Varshney, Komminist Weldemariam:
Preservation of Anomalous Subgroups On Machine Learning Transformed Data. CoRR abs/1911.03674 (2019) - 2018
- [i2]Skyler Speakman, Srihari Sridharan, Sekou L. Remy, Komminist Weldemariam, Edward McFowland:
Subset Scanning Over Neural Network Activations. CoRR abs/1810.08676 (2018) - [i1]Nelson Kibichii Bore, Ravi Kiran Raman, Isaac M. Markus, Sekou L. Remy, Oliver Bent, Michael Hind, Eleftheria Kyriaki Pissadaki, Biplav Srivastava, Roman Vaculín, Kush R. Varshney, Komminist Weldemariam:
Promoting Distributed Trust in Machine Learning and Computational Simulation via a Blockchain Network. CoRR abs/1810.11126 (2018) - 2017
- [j8]Oliver Bent, Prasenjit Dey, Komminist Weldemariam, Mukesh K. Mohania:
Modeling user behavior data in systems of engagement. Future Gener. Comput. Syst. 68: 456-464 (2017) - [j7]Mattia Zeni, Komminist Weldemariam:
Extracting information from newspaper archives in Africa. IBM J. Res. Dev. 61(6): 12:1-12:12 (2017) - [c49]Andrew Kinai, Juliet Mutahi, Nelson Bore, Samuel Karumba, Srihari Sridharan, Abdigani Diriye, Komminist Weldemariam:
Deploying Large Scale School Census Hub: An Experience Report. ICSE-SEIS 2017: 47-56 - [c48]John Wamburu, David Kaguma, Michiaki Tatsubori, Aisha Walcott-Bryant, Reginald E. Bryant, Komminist Weldemariam:
Roaming Nairobi Roads: Instrumenting Roads under Resource Constraints. MOBILESoft@ICSE 2017: 100-109 - [c47]Nelson Bore, Samuel Karumba, Juliet Mutahi, Shelby Solomon Darnell, Charity Wayua, Komminist Weldemariam:
Towards Blockchain-enabled School Information Hub. ICTD 2017: 19:1-19:4 - [c46]Juliet Mutahi, Andrew Kinai, Nelson Bore, Abdigani Diriye, Komminist Weldemariam:
Studying engagement and performance with learning technology in an African classroom. LAK 2017: 148-152 - 2016
- [c45]David Kaguma, Samuel Karumba, Aisha Walcott-Bryant, Komminist Weldemariam:
Towards cooperative content downloading for resource-constrained mobile devices. MOBILESoft 2016: 189-198 - 2015
- [j6]Juliet Mutahi, Oliver Bent, Andrew Kinai, Komminist Weldemariam, Bikram Sengupta, Danish Contractor:
Seamless blended learning using the Cognitive Learning Companion: A systemic view. IBM J. Res. Dev. 59(6) (2015) - [c43]Mattia Zeni, Elizabeth Ondula, Reagan Mbitiru, Agnes Nyambura, Lianna Samuel, Kala Fleming, Komminist Weldemariam:
Low-power Low-cost Wireless Sensors for Real-time Plant Stress Detection. ACM DEV 2015: 51-59 - [c42]Juliet Mutahi, Oliver Bent, Andrew Kinai, Komminist Weldemariam, Bikram Sengupta:
Capturing Learner's Activity Events from a Mobile Learning System Using Adaptive Event Framework. MOBILESoft 2015: 109-112 - [c41]Jaye Clarkes-Nias, Juliet Mutahi, Andrew Kinai, Oliver Bent, Komminist Weldemariam, Saurabh Srivastava:
Towards Capturing Learners Sentiment and Context. L@S 2015: 217-222 - 2014
- [c39]Kala Fleming, Komminist Weldemariam:
From Needs to Services: Delivering Personalized Water Assurance Services in Urban Africa. ER 2014: 445-457 - [c37]Andrew Kinai, Reginald E. Bryant, Aisha Walcott-Bryant, Eric Mibuari, Komminist Weldemariam, Osamuyimen Stewart:
Twende-twende: a mobile application for traffic congestion awareness and routing. MOBILESoft 2014: 93-98 - [c36]Prasenjit Dey, Mukesh K. Mohania, Komminist Weldemariam:
Some Issues in Modeling User Behavior Data in Systems of Engagement. MEDI 2014: 9-12 - [c35]Kala Fleming, Komminist Weldemariam, Haggai Wangusi, Osamuyimen Stewart:
Monitoring water scarcity risk in Africa. SAC 2014: 567-568 - [c34]Charity Wayua, Komminist Weldemariam, Osamuyimen Stewart:
Rethinking agribusiness models in Africa. SAC 2014: 1174-1175 - [c33]Andrew Kinai, Reginald E. Bryant, Aisha Walcott-Bryant, Eric Mibuari, Komminist Weldemariam, Osamuyimen Stewart:
Traffic 411: a traffic congestion routing and awareness platform for Nairobi. SAC 2014: 1475-1476 - 2013
- [c29]Francesco Cuomo, Eric Mibuari, Komminist Weldemariam, Osamuyimen Stewart:
Leveraging Raspberry Pi for interactive education. ACM DEV (4) 2013: 16:1-16:2
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last updated on 2024-04-18 22:47 CEST by the dblp team
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