SDAS Research Group

Name: SDAS Research Group
Address: Carrera 57 # 94b/40, Bogotá, 110110, CO
Telephone: +573217080154

Casa
Colombia
Bogotá
SDAS Research Group

We develop software- and intelligent-systems-driven solutions for data-analysis-related problems.

12/06/2026

🎉 Great to have you with us! 🎉

Looking forward to working together and sharing ideas! 🚀

https://sdas-group.com/members/Ariel-Pincay/

02/06/2026

📢 Great news! 🚀

The ICAI 2026 Call for Papers deadline has been extended! 🎉

⏳ New submission deadline: June 21, 2026

Don't miss this opportunity to present your research at ICAI 2026, taking place this October in Orlando, Florida! 🌎💻

Submit your paper and learn more:
🔗 https://icai.itiud.org/

31/05/2026

🚀 Call for Papers: WAIAMS 2026 🚀

Join the 1st International Workshop on AI for Autonomous Agents and Multi-Agent Systems, co-located with ICAI 2026 in Orlando, FL 🇺🇸.

We invite original research on:
🤖 Autonomous Agents & Multi-Agent Systems
🧠 Reinforcement Learning & Continual Learning
🔍 LLM-Based Agents
🌐 Multimodal Perception
🛡️ Trustworthy, Explainable & Safe AI

📅 Submission Deadline: August 9, 2026
📢 Notification: August 23, 2026
📄 Camera Ready: September 6, 2026
🎤 Event: October 13–17, 2026

✅ Double-blind peer review
✅ CEUR-WS Proceedings
✅ Full papers (10–15 pages) & short papers (5–9 pages)

We are especially proud that Diego Peluffo, Head of SDAS Research Group, serves on both the Organizing and Program Committees of WAIAMS 2026.

⏳ Share your latest research and help shape the future of intelligent autonomous systems!

🔗 Submit your paper: https://easychair.org/conferences/?conf=waiams2026
🌐 More information: https://icai.itiud.org/ws/waiams.html

26/05/2026

🚨 New Publication Alert! 🚨

We are excited to share our latest published article! 🎉📚

“Dual-branch spatiotemporal-wavelet transformer conditional GAN for electrocardiographic imaging data augmentation”

✨ Breaking It Down
STW-T cGAN synthesizes paired HSPM–BSPM with PCC 0.90 and SC 0.93.
RCM reordering reduced mean epicardial inter-electrode distance by 37%.
Dual ST/CWT branches improved temporal alignment and spectral fidelity.
1:1 augmentation reduced inverse RMSE by 6%–14% on held-out real beats (within-dataset).
FiLM fusion improved PCC by 1.7 - 11.4 pp over mean fusion.

🔗 Read the full paper here: https://www.sciencedirect.com/science/article/pii/S1746809426011766

A special congratulations to Dagoberto Mayorca and all the SDAS researchers involved in this outstanding work. Your dedication and innovation continue to push the boundaries of research and technology. 👏🤖

🚀 Stay tuned for more exciting updates and check out more of our publications at: https://www.sdas-group.com/ourpublications/

22/05/2026

Big things are happening at SDAS Group! 🚀🌎

We are proud to announce our support for the 9th International Conference on Applied Informatics ICAI2026, happening this October in Orlando, Florida! 🌴💻

A huge congratulations to the head of our research group, Diego Peluffo, who is representing us on the international stage as a member of the conference's Steering Committee! 👏🔥

🤖📊 Working on AI, Big Data, or Informatics? The Call for Papers is open until June 7!

Check the details and submit your work:
🔗 https://icai.itiud.org/
👥 Committee: https://icai.itiud.org/?pid=committees

19/05/2026

🚀 Big news! SDAS Group is proud to support ICI2ST 2026 — the 6th International Conference on Information Systems and Software Technologies, taking place in Quito, Ecuador!

We are especially excited to announce that Diego Peluffo, head of SDAS Group, will participate as a Keynote Speaker presenting:
“Towards Bio-Inspired Transfer Learning for Autonomous Agents.”

🔥 Have research to share? This is your chance to connect with the international research community and showcase your work in AI, Data Science, Software Engineering, Information Systems, and related areas.

📝 Submit your paper here:
https://ici2st.epn.edu.ec/es/call-for-papers/

⏰ Submission deadline: June 1, 2026.

🌐 Learn more about the event:
https://ici2st.epn.edu.ec/es/

12/05/2026

🤖 How do autonomous software agents actually learn?

Our latest review analyzes the AI methods driving autonomous behavior, from neural networks and reinforcement learning to emerging LLM-based agents.

🔗 Read the full article here: peerj.com/articles/cs-3756/

🤖 Reinforcement Learning dominates autonomous agent learning.
🧠 Neural networks drive perception and decision-making in autonomous agents.
📚 42 studies analyzed from an initial pool of 569 records.
🔄 RNNs and CNNs were among the most used architectures.
🧪 Most evaluations were conducted in simulation environments.
🚀 LLMs are expanding the capabilities of autonomous agents.
⚡ The review identifies three learning types: aspect-based, preventive, and progressive.
🌍 Preventive learning focuses on safer agent behavior.
🎯 Progressive learning enables agents to pursue multiple objectives.

👏 Congratulations to Jorge Hernandez and the whole team for this great contribution representing SDAS Research Group.

🔍 Discover more of our work:
https://www.sdas-group.com/ourpublications/

07/05/2026

We’re officially live at Compufest 2026! 🦾✨

SDAS Group is here at supporting the next generation of tech innovators. The sessions are incredible, and the vibe is unmatched. 💻✨

As proud sponsors, the SDAS Group team is having a blast connecting with all the brilliant minds at Yachay Tech this week. Between the deep-dive workshops and the networking, the future of computing looks brighter than ever. 💡

Catch all the action here: 🔗 https://compufest.yachaytech.edu.ec/

06/05/2026

✨ Welcome to the SDAS Group, Isaac Gavilanes! 🎉

We are very happy to welcome Isaac as a Research Volunteer at SDAS Group. He will be joining our efforts in projects involving Large Language Models (LLMs), literature review, and synthetic data generation. 🤖📚

We are excited to have him on board and look forward to the ideas, enthusiasm, and contributions he will bring to the team. Welcome, Isaac! 🚀

https://www.sdas-group.com/members/isaac-gavilanes/

05/05/2026

🌱 New Publication Alert! 🚀

We’re excited to share our latest work:
“Scale-space-based patch selection for crop classification in satellite images.”

🌱 Crop classification supports efficient agriculture
⚠️ Standard ML/DL misses key crop features
🔍 Introduces scale-based patch selection
🧩 Segments images into tailored patches for better feature extraction
🤖 Uses CNN with binary classification per crop class (one-vs-rest approach)
⚡ Improves both accuracy and computational efficiency
📊 Validated on Campo Verde dataset: 96.46% A, 95.88% S, 67.53% F1
🚀 Strong performance for crop classification in remote sensing.

🔗 Read the full article: peerj.com/articles/cs-3635/

👏 Kudos to Monica Moreno and the team for advancing robust, efficient methods in remote sensing and crop analytics.

🔍 Discover more of our publications:
https://sdas-group.com/allpublications/

Dirección

Carrera 57 # 94b/40
Bogotá
110110

Teléfono

+573217080154

Página web

https://www.sdas-group.com/

Notificaciones

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