Revelation Engine (124C41) assimilates most of all human knowledge - past and present -, so as to better predict the future.
Collect, prepare and organize the data for the "Grand Challenge of Tahiti for Autonomous Drones". To learn more on how to participate at this event or become a sponsor call: +689 89687038
Collecter, préparer et organiser les données pour le "Grand Challenge de Tahiti des Drones Autonomes".Pour en savoir plus sur la façon de participer à cet événement ou de devenir un sponsor, appelez : +68989687038
3-modal self-repleneshing power system for autonomus drones (provisional patent title).
Onboard AI system for non-GPS, non-operator controlled navigation for autonomous drones (provisional patent title).
"Black Rain"- An AI-enabled, highly intelligent cluster bomb (provisional patent title).
PPB - First generation Personal Protection Bot for personal communication. Keeps harmful and wasteful communication out of email inboxes, phone voice mail, and SMS messages. Based on advanced AI technology developed in house. This is not your run of the mill spam filter as utilized by the likes of Microsoft, Google, Yahoo, Facebook, etc.
General purpose object recognizer (OR) forms basis of PedoWatch project.
View OR results here:
1. PedoWatch – Automated discovery and monitoring of video streams for target objects using lightweight and small signature classifiers built from a minimal set of training examples.
For more information visit:
2. GMS is a fully automated system for discovering camera IoT devices based onIy on IP addresses. Sampling and scoring discovered devices utilizing object recognition, and annotating camera content. Application is applying face recognition to cameras found in the wild.
3. ctSearch is a context search engine based on artificial intelligence concepts. Incorporates over a billion micro facts extracted from harvested ontologies and Kb’s. Utilizes fuzzy inference engine to derive new micro facts from existing.
Application: Better ranking of search results based on context and answering questions.
For examples visit:
Basic Research.
R&D and systems integration of p-Prolog language.
Invented and developed p-Prolog AI language.
Complete implementation using OTC and self-developed technology.
Prototyped using Java, Prolog & LAMP technology.
Implemented on small VM slices. Fully expandable.
A more detailed list of sabbatical projects can be found here:
Developer of mobile device software for PDA's and smart-phones. Developed and distributed over a dozen apps (some incorporating AI technology). Principal in securing distribution contract for apps with Ubinuri of South Korea (largest app distributor at the time).
MyFriendTweeter – Twitter app allows a user to supply a biographical description of interests to help locate new friends. Full English language support during search via NLP. Open-ended search engine incorporates new tweets, users, age of tweets. Application was later ported onto other popular mobile platforms.
AMT - Automatic message translation utility. Translates SMS, MMS, or E-Mail's into a user specified target language as they arrive.
TranslateUs - Automatic Text extraction (filter) and translation utility for all files stored on mobile devices, or inserted SD cards. Internally developed and reusable frameworks.
Fully automated app menu and help documentation translation into several dozen languages.
Key protection system to reduce software piracy.
Non-ip communications framework. Allows apps to communicate without presence of dedicated device IP's (Buddy enabled).
Developed AntiSteg, a tool for quickly cleaning large numbers of images and videos of steganographic content.
A framework to allow a program to detect if it is executing on an actual device, or in a sandbox.
An evolutionary-inspired framework to equip programs with mimicry (ie., imitation). Bypass both signature and behavioral-based computer sentinels. Pave way to develop life-like programs capable of surviving hostile environments (cyber warfare).
Two core products: Trans-Dimensional Learning and DaTex.
TDL supports fast creation of automatically constructed neural networks. Supports incrementally learning pattern recognition into a single network.
DaTex is a data source organization and retrieval utility. Supports indexing of many types of document formats, databases, spreadsheets, executable, and Internet sources. Searches can be broken up into different contexts to speed up retrieval. Uses a natural language search interface besides keyword/phrase search. DaTex is a pre-cursor to ctSearch.
Product development, placement, customer support.
Incorporating and maintaining a company from ground up.
Identifying missing and exploited children on the Internet using Evolutionary Agent Societies (EAS). Utilize societies of similar agents, capable of cooperating and intelligently dividing complex tasks into manageable units. Autonomous, mobile agents capable of seeking each other out, based on their inherent problem solving qualities, and adept at forming loose societies.
Conference Workshops Organized
Colin C. Johnson, Bjorn Olsson, Steve Romaniuk
Coevolutionary algorithms and coevolving agents
GECCO-99 Proceedings of the Genetic and Evolutionary Computation Conference
Bird-of-a-feather Workshops
July 13, 1999
Developed a prototype system.
A summary of research results can be found in a published article.
Created software for Rockwell’s body-worn Trekker with head-mounted display. User input via speech recognition. To be used in noisy 70-90db environments.
Developed a general framework for incorporating multiple speech recognition tools from different vendors so as to enhance recognition.
Performed research on a wide range of fields including: neural networks, artificial intelligence, machine learning, pattern recognition, network security, image compression (lossless), fuzzy control systems, theoretical mathematical models for image compression and PAC theory, connectionist production system, learning to learn, multi-pass instance-based learning,divide and conquer neural networks, evolutionary growth perceptrons, fuzzy rule induction, determining creditworthiness of credit applicants, trans-dimensional learning, learning fuzzy control, fuzzy quantifiers and quantifying operators, co-evolution applied to the construction of neural networks.
Published more than 2 dozen articles in books, journals, conferences, and as technical reports.
Responsible for lecturing, preparing labs, tutorials an assessing 2nd year students in Microcomputer course CS204 (440+ students). Lecture Advanced Artificial Intelligence course IT501 to honor and graduate students. Responsible for grading, programming, paper assignments, setting up final exam. Topics covered:knowledge representation, search deduction, natural language processing, machine learning, neural networks, genetic algorithms, fuzzy logic and hybrid systems integration.
Published over 2 dozen articles in books, journals, conference proceedings, and technical reports.
Acted as student adviser of IIAP projects (with Singapore Airlines).
Lectured several classes including a course on advanced AI topics.
Conducted independent research on various AI-related subjects. Continued work on military plane recognition and aspect angle recovery using hybrid learning systems. Worked on fuzzy control systems, MRI analysis, connectionist production system.
Landed research grant from WPAFB.
Research publications.
Perform research in military plane recognition using air-to-air radar return signals by means of standard and hybrid neural network methods.
Achieved recognition rates in the high 90 percentile including aspect angle recovery.
Articles published.
Knowledge extraction from hybrid learning systems so as to build expert systems from learning only. Pre-cursor to Revelation Engine. Domain of discourse was semiconductor waiver fault analysis.
Teaching assistant for the courses: Computer Architecture I, Microprocessor labs, and Introduction to Systems Programming.
Research publications and prototype development.
Grade and correct student work assignments.